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%%% ====================================================================
%%%  BibTeX-file{
%%%     author          = "Nelson H. F. Beebe",
%%%     version         = "1.11",
%%%     date            = "17 October 2025",
%%%     time            = "06:19:40 MDT",
%%%     filename        = "siamjmathdatasci.bib",
%%%     address         = "University of Utah
%%%                        Department of Mathematics, 110 LCB
%%%                        155 S 1400 E RM 233
%%%                        Salt Lake City, UT 84112-0090
%%%                        USA",
%%%     telephone       = "+1 801 581 5254",
%%%     URL             = "https://www.math.utah.edu/~beebe",
%%%     checksum        = "43434 7697 29840 297235",
%%%     email           = "beebe at math.utah.edu, beebe at acm.org,
%%%                        beebe at computer.org (Internet)",
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%%%     keywords        = "BibTeX; bibliography; SIAM Journal on
%%%                        Mathematics of Data Science; SIMODS",
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%%%     supported       = "yes",
%%%     docstring       = "This is a COMPLETE bibliography of
%%%                        publications in the SIAM Journal on
%%%                        Mathematics of Data Science (CODEN SJMDAQ,
%%%                        ISSN 2577-0187) which began publishing with
%%%                        volume 1 in 2019.
%%%
%%%                        The journal has World Wide Web sites at
%%%
%%%                            https://epubs.siam.org/journal/sjmdaq
%%%                            https://epubs.siam.org/loi/sjmdaq
%%%
%%%                        At version 1.11, the COMPLETE year coverage
%%%                        looked like this:
%%%
%%%                             2019 (  33)    2022 (  58)    2025 (  66)
%%%                             2020 (  45)    2023 (  46)
%%%                             2021 (  52)    2024 (  45)
%%%
%%%                             Article:        345
%%%
%%%                             Total entries:  345
%%%
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%%%
%%%                        In this bibliography, entries are sorted in
%%%                        publication order within each journal,
%%%                        using bibsort -byvolume.
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%%% ====================================================================
%%% Acknowledgement abbreviations:

@String{ack-nhfb = "Nelson H. F. Beebe,
                    University of Utah,
                    Department of Mathematics, 110 LCB,
                    155 S 1400 E RM 233,
                    Salt Lake City, UT 84112-0090, USA,
                    Tel: +1 801 581 5254,
                    e-mail: \path|beebe@math.utah.edu|,
                            \path|beebe@acm.org|,
                            \path|beebe@computer.org| (Internet),
                    URL: \path|https://www.math.utah.edu/~beebe/|"}

%%% ====================================================================
%%% Journal abbreviations:

@String{j-SIAM-J-MATH-DATA-SCI  = "SIAM Journal on Mathematics of Data Science"}

%%% ====================================================================
%%% Bibliography entries.

@Article{Kolda:2019:ISJ,
  author =       "Tamara G. Kolda",
  title =        "Introduction to {SIAM Journal on Mathematics of Data
                 Science (SIMODS)}",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "1",
  number =       "1",
  pages =        "1--7",
  month =        "????",
  year =         "2019",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/19N974701",
  ISSN =         "2577-0187",
  bibdate =      "Fri Aug 23 06:14:14 MDT 2019",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
  onlinedate =   "January 2019",
}

@Article{Bolcskei:2019:OAS,
  author =       "Helmut B{\"o}lcskei and Philipp Grohs and Gitta
                 Kutyniok and Philipp Petersen",
  title =        "Optimal Approximation with Sparsely Connected Deep
                 Neural Networks",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "1",
  number =       "1",
  pages =        "8--45",
  month =        "????",
  year =         "2019",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/18M118709X",
  ISSN =         "2577-0187",
  bibdate =      "Fri Aug 23 06:14:14 MDT 2019",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
  onlinedate =   "January 2019",
}

@Article{Aberdam:2019:MLS,
  author =       "Aviad Aberdam and Jeremias Sulam and Michael Elad",
  title =        "Multi-Layer Sparse Coding: The Holistic Way",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "1",
  number =       "1",
  pages =        "46--77",
  month =        "????",
  year =         "2019",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/18M1183352",
  ISSN =         "2577-0187",
  bibdate =      "Fri Aug 23 06:14:14 MDT 2019",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
  onlinedate =   "January 2019",
}

@Article{Montanelli:2019:NEB,
  author =       "Hadrien Montanelli and Qiang Du",
  title =        "New Error Bounds for Deep {ReLU} Networks Using Sparse
                 Grids",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "1",
  number =       "1",
  pages =        "78--92",
  month =        "????",
  year =         "2019",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/18M1189336",
  ISSN =         "2577-0187",
  bibdate =      "Fri Aug 23 06:14:14 MDT 2019",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
  onlinedate =   "January 2019",
}

@Article{Trillos:2019:VLN,
  author =       "Nicolas Garcia Trillos",
  title =        "Variational Limits of {$k$-NN} Graph-Based Functionals
                 on Data Clouds",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "1",
  number =       "1",
  pages =        "93--120",
  month =        "????",
  year =         "2019",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/18M1188999",
  ISSN =         "2577-0187",
  bibdate =      "Fri Aug 23 06:14:14 MDT 2019",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
  onlinedate =   "January 2019",
}

@Article{Anderson:2019:RD,
  author =       "Paul Anderson and Timothy Chartier and Amy
                 Langville",
  title =        "The Rankability of Data",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "1",
  number =       "1",
  pages =        "121--143",
  month =        "????",
  year =         "2019",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/18M1183595",
  ISSN =         "2577-0187",
  bibdate =      "Fri Aug 23 06:14:14 MDT 2019",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  note =         "See erratum \cite{Anderson:2019:ERD}.",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
  onlinedate =   "January 2019",
}

@Article{Udell:2019:WBD,
  author =       "Madeleine Udell and Alex Townsend",
  title =        "Why Are Big Data Matrices Approximately Low Rank?",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "1",
  number =       "1",
  pages =        "144--160",
  month =        "????",
  year =         "2019",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/18M1183480",
  ISSN =         "2577-0187",
  bibdate =      "Fri Aug 23 06:14:14 MDT 2019",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
  onlinedate =   "January 2019",
}

@Article{ElAlaoui:2019:DPD,
  author =       "Ahmed {El Alaoui} and Aaditya Ramdas and Florent
                 Krzakala and Lenka Zdeborov{\'a} and Michael I. Jordan",
  title =        "Decoding from Pooled Data: Sharp Information-Theoretic
                 Bounds",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "1",
  number =       "1",
  pages =        "161--188",
  month =        "????",
  year =         "2019",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/18M1183339",
  ISSN =         "2577-0187",
  bibdate =      "Fri Aug 23 06:14:14 MDT 2019",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
  onlinedate =   "January 2019",
}

@Article{Arras:2019:SSO,
  author =       "Benjamin Arras and Markus Bachmayr and Albert Cohen",
  title =        "Sequential Sampling for Optimal Weighted Least Squares
                 Approximations in Hierarchical Spaces",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "1",
  number =       "1",
  pages =        "189--207",
  month =        "????",
  year =         "2019",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/18M1189749",
  ISSN =         "2577-0187",
  bibdate =      "Fri Aug 23 06:14:14 MDT 2019",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
  onlinedate =   "January 2019",
}

@Article{Gao:2019:GPLa,
  author =       "Tingran Gao and Shahar Z. Kovalsky and Ingrid
                 Daubechies",
  title =        "{Gaussian} Process Landmarking on Manifolds",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "1",
  number =       "1",
  pages =        "208--236",
  month =        "????",
  year =         "2019",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/18M1184035",
  ISSN =         "2577-0187",
  bibdate =      "Fri Aug 23 06:14:14 MDT 2019",
  bibsource =    "https://www.math.utah.edu/pub/bibnet/authors/d/daubechies-ingrid.bib;
                 https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
  onlinedate =   "January 2019",
}

@Article{Gao:2019:GPLb,
  author =       "Tingran Gao and Shahar Z. Kovalsky and Doug M. Boyer
                 and Ingrid Daubechies",
  title =        "{Gaussian} Process Landmarking for Three-Dimensional
                 Geometric Morphometrics",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "1",
  number =       "1",
  pages =        "237--267",
  month =        "????",
  year =         "2019",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/18M1203481",
  ISSN =         "2577-0187",
  bibdate =      "Fri Aug 23 06:14:14 MDT 2019",
  bibsource =    "https://www.math.utah.edu/pub/bibnet/authors/d/daubechies-ingrid.bib;
                 https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
  onlinedate =   "January 2019",
}

@Article{Tudisco:2019:NSM,
  author =       "Francesco Tudisco and Desmond J. Higham",
  title =        "A Nonlinear Spectral Method for {Core--Periphery}
                 Detection in Networks",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "1",
  number =       "2",
  pages =        "269--292",
  month =        "????",
  year =         "2019",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/18M1183558",
  ISSN =         "2577-0187",
  bibdate =      "Fri Aug 23 06:14:16 MDT 2019",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
  onlinedate =   "January 2019",
}

@Article{Benson:2019:THE,
  author =       "Austin R. Benson",
  title =        "Three Hypergraph Eigenvector Centralities",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "1",
  number =       "2",
  pages =        "293--312",
  month =        "????",
  year =         "2019",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/18M1203031",
  ISSN =         "2577-0187",
  bibdate =      "Fri Aug 23 06:14:16 MDT 2019",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
  onlinedate =   "January 2019",
}

@Article{Linderman:2019:CSP,
  author =       "George C. Linderman and Stefan Steinerberger",
  title =        "Clustering with {$t$-SNE}, Provably",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "1",
  number =       "2",
  pages =        "313--332",
  month =        "????",
  year =         "2019",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/18M1216134",
  ISSN =         "2577-0187",
  bibdate =      "Fri Aug 23 06:14:16 MDT 2019",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
  onlinedate =   "January 2019",
}

@Article{Veldt:2019:MCO,
  author =       "Nate Veldt and David F. Gleich and Anthony Wirth and
                 James Saunderson",
  title =        "Metric-Constrained Optimization for Graph Clustering
                 Algorithms",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "1",
  number =       "2",
  pages =        "333--355",
  month =        "????",
  year =         "2019",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/18M1217152",
  ISSN =         "2577-0187",
  bibdate =      "Fri Aug 23 06:14:16 MDT 2019",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
  onlinedate =   "January 2019",
}

@Article{Yuan:2019:MSH,
  author =       "Baichuan Yuan and Hao Li and Andrea L. Bertozzi and P.
                 Jeffrey Brantingham and Mason A. Porter",
  title =        "Multivariate Spatiotemporal {Hawkes} Processes and
                 Network Reconstruction",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "1",
  number =       "2",
  pages =        "356--382",
  month =        "????",
  year =         "2019",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/18M1226993",
  ISSN =         "2577-0187",
  bibdate =      "Fri Aug 23 06:14:16 MDT 2019",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
  onlinedate =   "January 2019",
}

@Article{Chi:2019:RTC,
  author =       "Eric C. Chi and Stefan Steinerberger",
  title =        "Recovering Trees with Convex Clustering",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "1",
  number =       "3",
  pages =        "383--407",
  month =        "????",
  year =         "2019",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/18M121099X",
  ISSN =         "2577-0187",
  bibdate =      "Fri Aug 23 06:26:03 MDT 2019",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
  onlinedate =   "January 2019",
}

@Article{Luke:2019:OSM,
  author =       "D. Russell Luke and Shoham Sabach and Marc Teboulle",
  title =        "Optimization on Spheres: Models and Proximal
                 Algorithms with Computational Performance Comparisons",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "1",
  number =       "3",
  pages =        "408--445",
  month =        "????",
  year =         "2019",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/18M1193025",
  ISSN =         "2577-0187",
  bibdate =      "Fri Aug 23 06:26:03 MDT 2019",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
  onlinedate =   "January 2019",
}

@Article{Malgouyres:2019:MCS,
  author =       "Fran{\c{c}}ois Malgouyres and Joseph Landsberg",
  title =        "Multilinear Compressive Sensing and an Application to
                 Convolutional Linear Networks",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "1",
  number =       "3",
  pages =        "446--475",
  month =        "????",
  year =         "2019",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/18M119834X",
  ISSN =         "2577-0187",
  bibdate =      "Fri Aug 23 06:26:03 MDT 2019",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
  onlinedate =   "January 2019",
}

@Article{Zhu:2019:SMD,
  author =       "Wei Zhu and Qiang Qiu and Bao Wang and Jianfeng Lu and
                 Guillermo Sapiro and Ingrid Daubechies",
  title =        "Stop Memorizing: a Data-Dependent Regularization
                 Framework for Intrinsic Pattern Learning",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "1",
  number =       "3",
  pages =        "476--496",
  month =        "????",
  year =         "2019",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/19M1236886",
  ISSN =         "2577-0187",
  bibdate =      "Thu Oct 10 08:39:38 MDT 2019",
  bibsource =    "https://www.math.utah.edu/pub/bibnet/authors/d/daubechies-ingrid.bib;
                 https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
  onlinedate =   "January 2019",
}

@Article{Perry:2019:SCM,
  author =       "Amelia Perry and Jonathan Weed and Afonso S. Bandeira
                 and Philippe Rigollet and Amit Singer",
  title =        "The Sample Complexity of Multireference Alignment",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "1",
  number =       "3",
  pages =        "497--517",
  month =        "????",
  year =         "2019",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/18M1214317",
  ISSN =         "2577-0187",
  bibdate =      "Thu Oct 10 08:39:38 MDT 2019",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
  onlinedate =   "January 2019",
}

@Article{Cohen:2019:ICD,
  author =       "Jeremy E. Cohen and Nicolas Gillis",
  title =        "Identifiability of Complete Dictionary Learning",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "1",
  number =       "3",
  pages =        "518--536",
  month =        "????",
  year =         "2019",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/18M1233339",
  ISSN =         "2577-0187",
  bibdate =      "Thu Oct 10 08:39:38 MDT 2019",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
  onlinedate =   "January 2019",
}

@Article{Tanner:2019:MRI,
  author =       "Jared Tanner and Andrew Thompson and Simon Vary",
  title =        "Matrix Rigidity and the Ill-Posedness of Robust {PCA}
                 and Matrix Completion",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "1",
  number =       "3",
  pages =        "537--554",
  month =        "????",
  year =         "2019",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/18M1227846",
  ISSN =         "2577-0187",
  bibdate =      "Thu Oct 10 08:39:38 MDT 2019",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
  onlinedate =   "January 2019",
}

@Article{Aicher:2019:SGM,
  author =       "Christopher Aicher and Yi-An Ma and Nicholas J. Foti
                 and Emily B. Fox",
  title =        "Stochastic Gradient {MCMC} for State Space Models",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "1",
  number =       "3",
  pages =        "555--587",
  month =        "????",
  year =         "2019",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/18M1214780",
  ISSN =         "2577-0187",
  bibdate =      "Thu Oct 10 08:39:38 MDT 2019",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
  onlinedate =   "January 2019",
}

@Article{Shnitzer:2019:RHC,
  author =       "Tal Shnitzer and Mirela Ben-Chen and Leonidas Guibas
                 and Ronen Talmon and Hau-Tieng Wu",
  title =        "Recovering Hidden Components in Multimodal Data with
                 Composite Diffusion Operators",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "1",
  number =       "3",
  pages =        "588--616",
  month =        "????",
  year =         "2019",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/18M1218157",
  ISSN =         "2577-0187",
  bibdate =      "Thu Oct 10 08:39:38 MDT 2019",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
  onlinedate =   "January 2019",
}

@Article{Lee:2019:LFD,
  author =       "Jaeho Lee and Maxim Raginsky",
  title =        "Learning Finite-Dimensional Coding Schemes with
                 Nonlinear Reconstruction Maps",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "1",
  number =       "3",
  pages =        "617--642",
  month =        "????",
  year =         "2019",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/18M1234461",
  ISSN =         "2577-0187",
  bibdate =      "Thu Oct 10 08:39:38 MDT 2019",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
  onlinedate =   "January 2019",
}

@Article{Anderson:2019:ERD,
  author =       "Paul Anderson and Timothy Chartier and Amy
                 Langville",
  title =        "Erratum: {The} Rankability of Data",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "1",
  number =       "3",
  pages =        "643--646",
  month =        "????",
  year =         "2019",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/19M1248996",
  ISSN =         "2577-0187",
  bibdate =      "Thu Oct 10 08:39:38 MDT 2019",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  note =         "See \cite{Anderson:2019:RD}.",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
  onlinedate =   "January 2019",
}

@Article{Aksoy:2019:LTA,
  author =       "Sinan G. Aksoy and Kathleen Nowak and Stephen J.
                 Young",
  title =        "A Linear-Time Algorithm and Analysis of Graph Relative
                 {Hausdorff} Distance",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "1",
  number =       "4",
  pages =        "647--666",
  month =        "????",
  year =         "2019",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/19M1248224",
  ISSN =         "2577-0187",
  bibdate =      "Thu May 28 11:57:15 MDT 2020",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
  onlinedate =   "January 2019",
}

@Article{Pamfil:2019:RMM,
  author =       "A. Roxana Pamfil and Sam D. Howison and Renaud
                 Lambiotte and Mason A. Porter",
  title =        "Relating Modularity Maximization and Stochastic Block
                 Models in Multilayer Networks",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "1",
  number =       "4",
  pages =        "667--698",
  month =        "????",
  year =         "2019",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/18M1231304",
  ISSN =         "2577-0187",
  bibdate =      "Thu May 28 11:57:15 MDT 2020",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
  onlinedate =   "January 2019",
}

@Article{Baldi:2019:PTF,
  author =       "Pierre Baldi and Roman Vershynin",
  title =        "Polynomial Threshold Functions, Hyperplane
                 Arrangements, and Random Tensors",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "1",
  number =       "4",
  pages =        "699--729",
  month =        "????",
  year =         "2019",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/19M1257792",
  ISSN =         "2577-0187",
  bibdate =      "Thu May 28 11:57:15 MDT 2020",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
  onlinedate =   "January 2019",
}

@Article{Ho:2019:SSI,
  author =       "Nhat Ho and XuanLong Nguyen",
  title =        "Singularity Structures and Impacts on Parameter
                 Estimation in Finite Mixtures of Distributions",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "1",
  number =       "4",
  pages =        "730--758",
  month =        "????",
  year =         "2019",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/18M122947X",
  ISSN =         "2577-0187",
  bibdate =      "Thu May 28 11:57:15 MDT 2020",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
  onlinedate =   "January 2019",
}

@Article{Antikacioglu:2019:NSW,
  author =       "Arda Antikacioglu and Tanvi Bajpai and R. Ravi",
  title =        "A New System-Wide Diversity Measure for
                 Recommendations with Efficient Algorithms",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "1",
  number =       "4",
  pages =        "759--779",
  month =        "????",
  year =         "2019",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/18M1226014",
  ISSN =         "2577-0187",
  bibdate =      "Thu May 28 11:57:15 MDT 2020",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
  onlinedate =   "January 2019",
}

@Article{Calder:2019:CLL,
  author =       "Jeff Calder",
  title =        "Consistency of {Lipschitz} Learning with Infinite
                 Unlabeled Data and Finite Labeled Data",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "1",
  number =       "4",
  pages =        "780--812",
  month =        "????",
  year =         "2019",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/18M1199241",
  ISSN =         "2577-0187",
  bibdate =      "Thu May 28 11:57:15 MDT 2020",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
  onlinedate =   "January 2019",
}

@Article{Gunther:2020:LPT,
  author =       "Stefanie G{\"u}nther and Lars Ruthotto and Jacob B.
                 Schroder and Eric C. Cyr and Nicolas R. Gauger",
  title =        "Layer-Parallel Training of Deep Residual Neural
                 Networks",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "2",
  number =       "1",
  pages =        "1--23",
  month =        "????",
  year =         "2020",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/19M1247620",
  ISSN =         "2577-0187",
  bibdate =      "Thu May 28 11:57:17 MDT 2020",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
  onlinedate =   "January 2020",
}

@Article{Berthier:2020:AGN,
  author =       "Rapha{\"e}l Berthier and Francis Bach and Pierre
                 Gaillard",
  title =        "Accelerated Gossip in Networks of Given Dimension
                 Using {Jacobi} Polynomial Iterations",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "2",
  number =       "1",
  pages =        "24--47",
  month =        "????",
  year =         "2020",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/19M1244822",
  ISSN =         "2577-0187",
  bibdate =      "Thu May 28 11:57:17 MDT 2020",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
  onlinedate =   "January 2020",
}

@Article{Maroulas:2020:BFP,
  author =       "Vasileios Maroulas and Farzana Nasrin and Christopher
                 Oballe",
  title =        "A {Bayesian} Framework for Persistent Homology",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "2",
  number =       "1",
  pages =        "48--74",
  month =        "????",
  year =         "2020",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/19M1268719",
  ISSN =         "2577-0187",
  bibdate =      "Thu May 28 11:57:17 MDT 2020",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
  onlinedate =   "January 2020",
}

@Article{Drees:2020:MDP,
  author =       "Holger Drees and Anja Jan{\ss}en and Sidney I. Resnick
                 and Tiandong Wang",
  title =        "On a Minimum Distance Procedure for Threshold
                 Selection in Tail Analysis",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "2",
  number =       "1",
  pages =        "75--102",
  month =        "????",
  year =         "2020",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/19M1260463",
  ISSN =         "2577-0187",
  bibdate =      "Thu May 28 11:57:17 MDT 2020",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
  onlinedate =   "January 2020",
}

@Article{Mazumdar:2020:GBL,
  author =       "Eric Mazumdar and Lillian J. Ratliff and S. Shankar
                 Sastry",
  title =        "On Gradient-Based Learning in Continuous Games",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "2",
  number =       "1",
  pages =        "103--131",
  month =        "????",
  year =         "2020",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/18M1231298",
  ISSN =         "2577-0187",
  bibdate =      "Thu May 28 11:57:17 MDT 2020",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
  onlinedate =   "January 2020",
}

@Article{Abbe:2020:GPS,
  author =       "Emmanuel Abbe and Enric Boix-Adser{\`a} and Peter
                 Ralli and Colin Sandon",
  title =        "Graph Powering and Spectral Robustness",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "2",
  number =       "1",
  pages =        "132--157",
  month =        "????",
  year =         "2020",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/19M1257135",
  ISSN =         "2577-0187",
  bibdate =      "Thu May 28 11:57:17 MDT 2020",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
  onlinedate =   "January 2020",
}

@Article{Aghasi:2020:FCP,
  author =       "Alireza Aghasi and Afshin Abdi and Justin Romberg",
  title =        "Fast Convex Pruning of Deep Neural Networks",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "2",
  number =       "1",
  pages =        "158--188",
  month =        "????",
  year =         "2020",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/19M1246468",
  ISSN =         "2577-0187",
  bibdate =      "Thu May 28 11:57:17 MDT 2020",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
  onlinedate =   "January 2020",
}

@Article{Minster:2020:RAL,
  author =       "Rachel Minster and Arvind K. Saibaba and Misha E.
                 Kilmer",
  title =        "Randomized Algorithms for Low-Rank Tensor
                 Decompositions in the {Tucker} Format",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "2",
  number =       "1",
  pages =        "189--215",
  month =        "????",
  year =         "2020",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/19M1261043",
  ISSN =         "2577-0187",
  bibdate =      "Thu May 28 11:57:17 MDT 2020",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
  onlinedate =   "January 2020",
}

@Article{Kuo:2020:GSS,
  author =       "Han-Wen Kuo and Yuqian Zhang and Yenson Lau and John
                 Wright",
  title =        "Geometry and Symmetry in Short-and-Sparse
                 Deconvolution",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "2",
  number =       "1",
  pages =        "216--245",
  month =        "????",
  year =         "2020",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/19M1237569",
  ISSN =         "2577-0187",
  bibdate =      "Thu May 28 11:57:17 MDT 2020",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
  onlinedate =   "January 2020",
}

@Article{Thao:2020:PRS,
  author =       "Nguyen Hieu Thao and David Russell Luke and Oleg
                 Soloviev and Michel Verhaegen",
  title =        "Phase Retrieval with Sparse Phase Constraint",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "2",
  number =       "1",
  pages =        "246--263",
  month =        "????",
  year =         "2020",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/19M1266800",
  ISSN =         "2577-0187",
  bibdate =      "Thu May 28 11:57:17 MDT 2020",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
  onlinedate =   "January 2020",
}

@Article{Zhang:2020:DOC,
  author =       "Yuan Zhang and Elizaveta Levina and Ji Zhu",
  title =        "Detecting Overlapping Communities in Networks Using
                 Spectral Methods",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "2",
  number =       "2",
  pages =        "265--283",
  month =        "????",
  year =         "2020",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/19M1272238",
  ISSN =         "2577-0187",
  bibdate =      "Fri Mar 12 11:00:17 MST 2021",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
  onlinedate =   "January 2020",
}

@Article{Zheng:2020:SSL,
  author =       "Xinye Zheng and Jianbo Ye and James Z. Wang and Jia
                 Li",
  title =        "{SCOTT}: Shape-Location Combined Tracking with Optimal
                 Transport",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "2",
  number =       "2",
  pages =        "284--308",
  month =        "????",
  year =         "2020",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/19M1253976",
  ISSN =         "2577-0187",
  bibdate =      "Fri Mar 12 11:00:17 MST 2021",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
  onlinedate =   "January 2020",
}

@Article{Clum:2020:MCA,
  author =       "Charles Clum and Dustin G. Mixon and Theresa
                 Scarnati",
  title =        "Matching Component Analysis for Transfer Learning",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "2",
  number =       "2",
  pages =        "309--334",
  month =        "????",
  year =         "2020",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/19M1285123",
  ISSN =         "2577-0187",
  bibdate =      "Fri Mar 12 11:00:17 MST 2021",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
  onlinedate =   "January 2020",
}

@Article{Schaub:2020:BIS,
  author =       "Michael T. Schaub and Santiago Segarra and John N.
                 Tsitsiklis",
  title =        "Blind Identification of Stochastic Block Models from
                 Dynamical Observations",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "2",
  number =       "2",
  pages =        "335--367",
  month =        "????",
  year =         "2020",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/19M1263340",
  ISSN =         "2577-0187",
  bibdate =      "Fri Mar 12 11:00:17 MST 2021",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
  onlinedate =   "January 2020",
}

@Article{Lai:2020:CSC,
  author =       "Ming-Jun Lai and Daniel Mckenzie",
  title =        "Compressive Sensing for Cut Improvement and Local
                 Clustering",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "2",
  number =       "2",
  pages =        "368--395",
  month =        "????",
  year =         "2020",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/19M1265971",
  ISSN =         "2577-0187",
  bibdate =      "Fri Mar 12 11:00:17 MST 2021",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
  onlinedate =   "January 2020",
}

@Article{Cang:2020:PCD,
  author =       "Zixuan Cang and Guo-Wei Wei",
  title =        "Persistent Cohomology for Data With Multicomponent
                 Heterogeneous Information",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "2",
  number =       "2",
  pages =        "396--418",
  month =        "????",
  year =         "2020",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/19M1272226",
  ISSN =         "2577-0187",
  bibdate =      "Fri Mar 12 11:00:17 MST 2021",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
  onlinedate =   "January 2020",
}

@Article{Klatt:2020:ERO,
  author =       "Marcel Klatt and Carla Tameling and Axel Munk",
  title =        "Empirical Regularized Optimal Transport: Statistical
                 Theory and Applications",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "2",
  number =       "2",
  pages =        "419--443",
  month =        "????",
  year =         "2020",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/19M1278788",
  ISSN =         "2577-0187",
  bibdate =      "Fri Mar 12 11:00:17 MST 2021",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
  onlinedate =   "January 2020",
}

@Article{Zhang:2020:IFO,
  author =       "Anru R. Zhang and Yuetian Luo and Garvesh Raskutti and
                 Ming Yuan",
  title =        "{ISLET}: Fast and Optimal Low-Rank Tensor Regression
                 via Importance Sketching",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "2",
  number =       "2",
  pages =        "444--479",
  month =        "????",
  year =         "2020",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/19M126476X",
  ISSN =         "2577-0187",
  bibdate =      "Fri Mar 12 11:00:17 MST 2021",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
  onlinedate =   "January 2020",
}

@Article{Li:2020:GBR,
  author =       "Yuan Li and Benjamin Mark and Garvesh Raskutti and
                 Rebecca Willett and Hyebin Song and David Neiman",
  title =        "Graph-Based Regularization for Regression Problems
                 with Alignment and Highly Correlated Designs",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "2",
  number =       "2",
  pages =        "480--504",
  month =        "????",
  year =         "2020",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/19M1287365",
  ISSN =         "2577-0187",
  bibdate =      "Fri Mar 12 11:00:17 MST 2021",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
  onlinedate =   "January 2020",
}

@Article{Reeves:2020:NI,
  author =       "Thomas Reeves and Anil Damle and Austin R. Benson",
  title =        "Network Interpolation",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "2",
  number =       "2",
  pages =        "505--528",
  month =        "????",
  year =         "2020",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/19M1268380",
  ISSN =         "2577-0187",
  bibdate =      "Fri Mar 12 11:00:17 MST 2021",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
  onlinedate =   "January 2020",
}

@Article{Combettes:2020:LCL,
  author =       "Patrick L. Combettes and Jean-Christophe Pesquet",
  title =        "{Lipschitz} Certificates for Layered Network
                 Structures Driven by Averaged Activation Operators",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "2",
  number =       "2",
  pages =        "529--557",
  month =        "????",
  year =         "2020",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/19M1272780",
  ISSN =         "2577-0187",
  bibdate =      "Fri Mar 12 11:00:17 MST 2021",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
  onlinedate =   "January 2020",
}

@Article{Wang:2020:ERE,
  author =       "Bao Wang and Binjie Yuan and Zuoqiang Shi and Stanley
                 J. Osher",
  title =        "{EnResNet}: {ResNets} Ensemble via the {Feynman--Kac}
                 Formalism for Adversarial Defense and Beyond",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "2",
  number =       "3",
  pages =        "559--582",
  month =        "????",
  year =         "2020",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/19M1265302",
  ISSN =         "2577-0187",
  bibdate =      "Fri Mar 12 11:00:19 MST 2021",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
  onlinedate =   "January 2020",
}

@Article{Klebanov:2020:RTC,
  author =       "Ilja Klebanov and Ingmar Schuster and T. J.
                 Sullivan",
  title =        "A Rigorous Theory of Conditional Mean Embeddings",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "2",
  number =       "3",
  pages =        "583--606",
  month =        "????",
  year =         "2020",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/19M1305069",
  ISSN =         "2577-0187",
  bibdate =      "Fri Mar 12 11:00:19 MST 2021",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
  onlinedate =   "January 2020",
}

@Article{Adcock:2020:NOS,
  author =       "Ben Adcock and Juan M. Cardenas",
  title =        "Near-Optimal Sampling Strategies for Multivariate
                 Function Approximation on General Domains",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "2",
  number =       "3",
  pages =        "607--630",
  month =        "????",
  year =         "2020",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/19M1279459",
  ISSN =         "2577-0187",
  bibdate =      "Fri Mar 12 11:00:19 MST 2021",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
  onlinedate =   "January 2020",
}

@Article{Berner:2020:AGE,
  author =       "Julius Berner and Philipp Grohs and Arnulf Jentzen",
  title =        "Analysis of the Generalization Error: Empirical Risk
                 Minimization over Deep Artificial Neural Networks
                 Overcomes the Curse of Dimensionality in the Numerical
                 Approximation of {Black--Scholes} Partial Differential
                 Equations",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "2",
  number =       "3",
  pages =        "631--657",
  month =        "????",
  year =         "2020",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/19M125649X",
  ISSN =         "2577-0187",
  bibdate =      "Fri Mar 12 11:00:19 MST 2021",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
  onlinedate =   "January 2020",
}

@Article{Mukkamala:2020:CCB,
  author =       "Mahesh Chandra Mukkamala and Peter Ochs and Thomas
                 Pock and Shoham Sabach",
  title =        "Convex-Concave Backtracking for Inertial {Bregman}
                 Proximal Gradient Algorithms in Nonconvex
                 Optimization",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "2",
  number =       "3",
  pages =        "658--682",
  month =        "????",
  year =         "2020",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/19M1298007",
  ISSN =         "2577-0187",
  bibdate =      "Fri Mar 12 11:00:19 MST 2021",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
  onlinedate =   "January 2020",
}

@Article{Breiding:2020:RPA,
  author =       "Paul Breiding and Orlando Marigliano",
  title =        "Random Points on an Algebraic Manifold",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "2",
  number =       "3",
  pages =        "683--704",
  month =        "????",
  year =         "2020",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/19M1271178",
  ISSN =         "2577-0187",
  bibdate =      "Fri Mar 12 11:00:19 MST 2021",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
  onlinedate =   "January 2020",
}

@Article{Trillos:2020:MPA,
  author =       "Nicolas Garc{\'\i}a Trillos and Ryan W. Murray",
  title =        "A Maximum Principle Argument for the Uniform
                 Convergence of Graph {Laplacian} Regressors",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "2",
  number =       "3",
  pages =        "705--739",
  month =        "????",
  year =         "2020",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/19M1245372",
  ISSN =         "2577-0187",
  bibdate =      "Fri Mar 12 11:00:19 MST 2021",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
  onlinedate =   "January 2020",
}

@Article{Fasino:2020:ECH,
  author =       "Dario Fasino and Francesco Tudisco",
  title =        "Ergodicity Coefficients for Higher-Order Stochastic
                 Processes",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "2",
  number =       "3",
  pages =        "740--769",
  month =        "????",
  year =         "2020",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/19M1285214",
  ISSN =         "2577-0187",
  bibdate =      "Fri Mar 12 11:00:19 MST 2021",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
  onlinedate =   "January 2020",
}

@Article{Fefferman:2020:RRM,
  author =       "Charles Fefferman and Sergei Ivanov and Matti Lassas
                 and Hariharan Narayanan",
  title =        "Reconstruction of a {Riemannian} Manifold from Noisy
                 Intrinsic Distances",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "2",
  number =       "3",
  pages =        "770--808",
  month =        "????",
  year =         "2020",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/19M126829X",
  ISSN =         "2577-0187",
  bibdate =      "Fri Mar 12 11:00:19 MST 2021",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
  onlinedate =   "January 2020",
}

@Article{Bendory:2020:TMT,
  author =       "Tamir Bendory and Dan Edidin",
  title =        "Toward a Mathematical Theory of the Crystallographic
                 Phase Retrieval Problem",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "2",
  number =       "3",
  pages =        "809--839",
  month =        "????",
  year =         "2020",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/20M132136X",
  ISSN =         "2577-0187",
  bibdate =      "Fri Mar 12 11:00:19 MST 2021",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
  onlinedate =   "January 2020",
}

@Article{Hou:2020:AAE,
  author =       "Thomas Y. Hou and Zhenzhen Li and Ziyun Zhang",
  title =        "Analysis of Asymptotic Escape of Strict Saddle Sets in
                 Manifold Optimization",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "2",
  number =       "3",
  pages =        "840--871",
  month =        "????",
  year =         "2020",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/19M129437X",
  ISSN =         "2577-0187",
  bibdate =      "Fri Mar 12 11:00:19 MST 2021",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
  onlinedate =   "January 2020",
}

@Article{Weir:2020:MMB,
  author =       "William H. Weir and Benjamin Walker and Lenka
                 Zdeborov{\'a} and Peter J. Mucha",
  title =        "Multilayer Modularity Belief Propagation to Assess
                 Detectability of Community Structure",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "2",
  number =       "3",
  pages =        "872--900",
  month =        "????",
  year =         "2020",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/19M1279812",
  ISSN =         "2577-0187",
  bibdate =      "Fri Mar 12 11:00:19 MST 2021",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
  onlinedate =   "January 2020",
}

@Article{Cuchiero:2020:DNN,
  author =       "Christa Cuchiero and Martin Larsson and Josef
                 Teichmann",
  title =        "Deep Neural Networks, Generic Universal Interpolation,
                 and Controlled {ODEs}",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "2",
  number =       "3",
  pages =        "901--919",
  month =        "????",
  year =         "2020",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/19M1284117",
  ISSN =         "2577-0187",
  bibdate =      "Fri Mar 12 11:00:19 MST 2021",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
  onlinedate =   "January 2020",
}

@Article{Lopes:2020:MAC,
  author =       "Miles E. Lopes and Suofei Wu and Thomas C. M. Lee",
  title =        "Measuring the Algorithmic Convergence of Randomized
                 Ensembles: The Regression Setting",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "2",
  number =       "4",
  pages =        "921--943",
  month =        "????",
  year =         "2020",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/20M1343300",
  ISSN =         "2577-0187",
  bibdate =      "Fri Mar 12 11:00:21 MST 2021",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
  onlinedate =   "January 2020",
}

@Article{Ahmed:2020:TRU,
  author =       "Talal Ahmed and Haroon Raja and Waheed U. Bajwa",
  title =        "Tensor Regression Using Low-Rank and Sparse {Tucker}
                 Decompositions",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "2",
  number =       "4",
  pages =        "944--966",
  month =        "????",
  year =         "2020",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/19M1299335",
  ISSN =         "2577-0187",
  bibdate =      "Fri Mar 12 11:00:21 MST 2021",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
  onlinedate =   "January 2020",
}

@Article{Gupta:2020:SLP,
  author =       "Abhishek Gupta and Hao Chen and Jianzong Pi and Gaurav
                 Tendolkar",
  title =        "Some Limit Properties of {Markov} Chains Induced by
                 Recursive Stochastic Algorithms",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "2",
  number =       "4",
  pages =        "967--1003",
  month =        "????",
  year =         "2020",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/19M1258104",
  ISSN =         "2577-0187",
  bibdate =      "Fri Mar 12 11:00:21 MST 2021",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
  onlinedate =   "January 2020",
}

@Article{Vershynin:2020:MCN,
  author =       "Roman Vershynin",
  title =        "Memory Capacity of Neural Networks with Threshold and
                 Rectified Linear Unit Activations",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "2",
  number =       "4",
  pages =        "1004--1033",
  month =        "????",
  year =         "2020",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/20M1314884",
  ISSN =         "2577-0187",
  bibdate =      "Fri Mar 12 11:00:21 MST 2021",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
  onlinedate =   "January 2020",
}

@Article{Chodrow:2020:MUR,
  author =       "Philip S. Chodrow",
  title =        "Moments of Uniform Random Multigraphs with Fixed
                 Degree Sequences",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "2",
  number =       "4",
  pages =        "1034--1065",
  month =        "????",
  year =         "2020",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/19M1288772",
  ISSN =         "2577-0187",
  bibdate =      "Fri Mar 12 11:00:21 MST 2021",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
  onlinedate =   "January 2020",
}

@Article{Kolda:2020:SGL,
  author =       "Tamara G. Kolda and David Hong",
  title =        "Stochastic Gradients for Large-Scale Tensor
                 Decomposition",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "2",
  number =       "4",
  pages =        "1066--1095",
  month =        "????",
  year =         "2020",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/19M1266265",
  ISSN =         "2577-0187",
  bibdate =      "Fri Mar 12 11:00:21 MST 2021",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
  onlinedate =   "January 2020",
}

@Article{Cui:2020:ASN,
  author =       "Chunfeng Cui and Kaiqi Zhang and Talgat Daulbaev and
                 Julia Gusak and Ivan Oseledets and Zheng Zhang",
  title =        "Active Subspace of Neural Networks: Structural
                 Analysis and Universal Attacks",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "2",
  number =       "4",
  pages =        "1096--1122",
  month =        "????",
  year =         "2020",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/19M1296070",
  ISSN =         "2577-0187",
  bibdate =      "Fri Mar 12 11:00:21 MST 2021",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
  onlinedate =   "January 2020",
}

@Article{Sun:2020:LRT,
  author =       "Yiming Sun and Yang Guo and Charlene Luo and Joel
                 Tropp and Madeleine Udell",
  title =        "Low-Rank {Tucker} Approximation of a Tensor from
                 Streaming Data",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "2",
  number =       "4",
  pages =        "1123--1150",
  month =        "????",
  year =         "2020",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/19M1257718",
  ISSN =         "2577-0187",
  bibdate =      "Fri Mar 12 11:00:21 MST 2021",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
  onlinedate =   "January 2020",
}

@Article{DeLoera:2020:STT,
  author =       "Jesus A. {De Loera} and Thomas Hogan",
  title =        "Stochastic {Tverberg} Theorems With Applications in
                 Multiclass Logistic Regression, Separability, and
                 Centerpoints of Data",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "2",
  number =       "4",
  pages =        "1151--1166",
  month =        "????",
  year =         "2020",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/19M1277102",
  ISSN =         "2577-0187",
  bibdate =      "Fri Mar 12 11:00:21 MST 2021",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
  onlinedate =   "January 2020",
}

@Article{Belkin:2020:TMD,
  author =       "Mikhail Belkin and Daniel Hsu and Ji Xu",
  title =        "Two Models of Double Descent for Weak Features",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "2",
  number =       "4",
  pages =        "1167--1180",
  month =        "????",
  year =         "2020",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/20M1336072",
  ISSN =         "2577-0187",
  bibdate =      "Fri Mar 12 11:00:21 MST 2021",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
  onlinedate =   "January 2020",
}

@Article{Schaeffer:2020:ESS,
  author =       "Hayden Schaeffer and Scott G. McCalla",
  title =        "Extending the Step-Size Restriction for Gradient
                 Descent to Avoid Strict Saddle Points",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "2",
  number =       "4",
  pages =        "1181--1197",
  month =        "????",
  year =         "2020",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/19M129509X",
  ISSN =         "2577-0187",
  bibdate =      "Fri Mar 12 11:00:21 MST 2021",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
  onlinedate =   "January 2020",
}

@Article{Osting:2021:CAA,
  author =       "Braxton Osting and Dong Wang and Yiming Xu and
                 Dominique Zosso",
  title =        "Consistency of Archetypal Analysis",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "3",
  number =       "1",
  pages =        "1--30",
  month =        "????",
  year =         "2021",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/20M1331792",
  ISSN =         "2577-0187",
  bibdate =      "Wed Jan 19 07:24:14 MST 2022",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
  onlinedate =   "January 2021",
}

@Article{Basu:2021:ASE,
  author =       "Amitabh Basu and Tu Nguyen and Ao Sun",
  title =        "Admissibility of Solution Estimators for Stochastic
                 Optimization",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "3",
  number =       "1",
  pages =        "31--51",
  month =        "????",
  year =         "2021",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/19M1291546",
  ISSN =         "2577-0187",
  bibdate =      "Wed Jan 19 07:24:14 MST 2022",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
  onlinedate =   "January 2021",
}

@Article{DeBortoli:2021:MEM,
  author =       "Valentin {De Bortoli} and Agn{\`e}s Desolneux and
                 Alain Durmus and Bruno Galerne and Arthur Leclaire",
  title =        "Maximum Entropy Methods for Texture Synthesis: Theory
                 and Practice",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "3",
  number =       "1",
  pages =        "52--82",
  month =        "????",
  year =         "2021",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/19M1307731",
  ISSN =         "2577-0187",
  bibdate =      "Wed Jan 19 07:24:14 MST 2022",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
  onlinedate =   "January 2021",
}

@Article{Tank:2021:CMD,
  author =       "Alex Tank and Xiudi Li and Emily B. Fox and Ali
                 Shojaie",
  title =        "The Convex Mixture Distribution: {Granger} Causality
                 for Categorical Time Series",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "3",
  number =       "1",
  pages =        "83--112",
  month =        "????",
  year =         "2021",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/20M133097X",
  ISSN =         "2577-0187",
  bibdate =      "Wed Jan 19 07:24:14 MST 2022",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
  onlinedate =   "January 2021",
}

@Article{Jaffe:2021:SNJ,
  author =       "Ariel Jaffe and Noah Amsel and Yariv Aizenbud and Boaz
                 Nadler and Joseph T. Chang and Yuval Kluger",
  title =        "Spectral Neighbor Joining for Reconstruction of Latent
                 Tree Models",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "3",
  number =       "1",
  pages =        "113--141",
  month =        "????",
  year =         "2021",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/20M1365715",
  ISSN =         "2577-0187",
  bibdate =      "Wed Jan 19 07:24:14 MST 2022",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
  onlinedate =   "January 2021",
}

@Article{Cowen:2021:DSD,
  author =       "Lenore Cowen and Kapil Devkota and Xiaozhe Hu and
                 James M. Murphy and Kaiyi Wu",
  title =        "Diffusion State Distances: Multitemporal Analysis,
                 Fast Algorithms, and Applications to Biological
                 Networks",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "3",
  number =       "1",
  pages =        "142--170",
  month =        "????",
  year =         "2021",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/20M1324089",
  ISSN =         "2577-0187",
  bibdate =      "Wed Jan 19 07:24:14 MST 2022",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
  onlinedate =   "January 2021",
}

@Article{Yurtsever:2021:SSP,
  author =       "Alp Yurtsever and Joel A. Tropp and Olivier Fercoq and
                 Madeleine Udell and Volkan Cevher",
  title =        "Scalable Semidefinite Programming",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "3",
  number =       "1",
  pages =        "171--200",
  month =        "????",
  year =         "2021",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/19M1305045",
  ISSN =         "2577-0187",
  bibdate =      "Wed Jan 19 07:24:14 MST 2022",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
  onlinedate =   "January 2021",
}

@Article{Aziznejad:2021:MRS,
  author =       "Shayan Aziznejad and Michael Unser",
  title =        "Multikernel Regression with Sparsity Constraint",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "3",
  number =       "1",
  pages =        "201--224",
  month =        "????",
  year =         "2021",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/20M1318882",
  ISSN =         "2577-0187",
  bibdate =      "Wed Jan 19 07:24:14 MST 2022",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
  onlinedate =   "January 2021",
}

@Article{Webber:2021:EBD,
  author =       "Robert J. Webber and Erik H. Thiede and Douglas Dow
                 and Aaron R. Dinner and Jonathan Weare",
  title =        "Error Bounds for Dynamical Spectral Estimation",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "3",
  number =       "1",
  pages =        "225--252",
  month =        "????",
  year =         "2021",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/20M1335984",
  ISSN =         "2577-0187",
  bibdate =      "Wed Jan 19 07:24:14 MST 2022",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
  onlinedate =   "January 2021",
}

@Article{Ongie:2021:TMN,
  author =       "Greg Ongie and Daniel Pimentel-Alarc{\'o}n and Laura
                 Balzano and Rebecca Willett and Robert D. Nowak",
  title =        "Tensor Methods for Nonlinear Matrix Completion",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "3",
  number =       "1",
  pages =        "253--279",
  month =        "????",
  year =         "2021",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/20M1323448",
  ISSN =         "2577-0187",
  bibdate =      "Wed Jan 19 07:24:14 MST 2022",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
  onlinedate =   "January 2021",
}

@Article{Fanuel:2021:DSI,
  author =       "Michael Fanuel and Joachim Schreurs and Johan
                 Suykens",
  title =        "Diversity Sampling is an Implicit Regularization for
                 Kernel Methods",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "3",
  number =       "1",
  pages =        "280--297",
  month =        "????",
  year =         "2021",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/20M1320031",
  ISSN =         "2577-0187",
  bibdate =      "Wed Jan 19 07:24:14 MST 2022",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
  onlinedate =   "January 2021",
}

@Article{Doan:2021:FTP,
  author =       "Thinh T. Doan and Siva Theja Maguluri and Justin
                 Romberg",
  title =        "Finite-Time Performance of Distributed
                 Temporal-Difference Learning with Linear Function
                 Approximation",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "3",
  number =       "1",
  pages =        "298--320",
  month =        "????",
  year =         "2021",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/20M1311971",
  ISSN =         "2577-0187",
  bibdate =      "Wed Jan 19 07:24:14 MST 2022",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
  onlinedate =   "January 2021",
}

@Article{Czaja:2021:TMF,
  author =       "Wojciech Czaja and Dong Dong and Pierre-Emmanuel Jabin
                 and Franck Olivier Ndjakou Njeunje",
  title =        "Transport Model for Feature Extraction",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "3",
  number =       "1",
  pages =        "321--341",
  month =        "????",
  year =         "2021",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/19M1296926",
  ISSN =         "2577-0187",
  bibdate =      "Wed Jan 19 07:24:14 MST 2022",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
  onlinedate =   "January 2021",
}

@Article{Haddock:2021:GWI,
  author =       "Jamie Haddock and Anna Ma",
  title =        "Greed Works: an Improved Analysis of Sampling
                 {Kaczmarz--Motzkin}",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "3",
  number =       "1",
  pages =        "342--368",
  month =        "????",
  year =         "2021",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/19M1307044",
  ISSN =         "2577-0187",
  bibdate =      "Wed Jan 19 07:24:14 MST 2022",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
  onlinedate =   "January 2021",
}

@Article{Boedihardjo:2021:PGS,
  author =       "March Boedihardjo and Shaofeng Deng and Thomas
                 Strohmer",
  title =        "A Performance Guarantee for Spectral Clustering",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "3",
  number =       "1",
  pages =        "369--387",
  month =        "????",
  year =         "2021",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/20M1352193",
  ISSN =         "2577-0187",
  bibdate =      "Wed Jan 19 07:24:14 MST 2022",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
  onlinedate =   "January 2021",
}

@Article{Landa:2021:DSN,
  author =       "Boris Landa and Ronald R. Coifman and Yuval Kluger",
  title =        "Doubly Stochastic Normalization of the {Gaussian}
                 Kernel Is Robust to Heteroskedastic Noise",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "3",
  number =       "1",
  pages =        "388--413",
  month =        "????",
  year =         "2021",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/20M1342124",
  ISSN =         "2577-0187",
  bibdate =      "Wed Jan 19 07:24:14 MST 2022",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
  onlinedate =   "January 2021",
}

@Article{Li:2021:GEM,
  author =       "Weilin Li",
  title =        "Generalization Error of Minimum Weighted Norm and
                 Kernel Interpolation",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "3",
  number =       "1",
  pages =        "414--438",
  month =        "????",
  year =         "2021",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/20M1359912",
  ISSN =         "2577-0187",
  bibdate =      "Wed Jan 19 07:24:14 MST 2022",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
  onlinedate =   "January 2021",
}

@Article{Bauch:2021:RIL,
  author =       "Jonathan Bauch and Boaz Nadler and Pini Zilber",
  title =        "Rank $ 2 r $ Iterative Least Squares: Efficient
                 Recovery of Ill-Conditioned Low Rank Matrices from Few
                 Entries",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "3",
  number =       "1",
  pages =        "439--465",
  month =        "????",
  year =         "2021",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/20M1315294",
  ISSN =         "2577-0187",
  bibdate =      "Wed Jan 19 07:24:14 MST 2022",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
  onlinedate =   "January 2021",
}

@Article{Boyd:2021:MDG,
  author =       "Zachary M. Boyd and Nicolas Fraiman and Jeremy
                 Marzuola and Peter J. Mucha and Braxton Osting and
                 Jonathan Weare",
  title =        "A Metric on Directed Graphs and {Markov} Chains Based
                 on Hitting Probabilities",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "3",
  number =       "2",
  pages =        "467--493",
  month =        "????",
  year =         "2021",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/20M1348315",
  ISSN =         "2577-0187",
  bibdate =      "Wed Jan 19 07:24:16 MST 2022",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
  onlinedate =   "January 2021",
}

@Article{Romanov:2021:MRA,
  author =       "Elad Romanov and Tamir Bendory and Or Ordentlich",
  title =        "Multi-Reference Alignment in High Dimensions: Sample
                 Complexity and Phase Transition",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "3",
  number =       "2",
  pages =        "494--523",
  month =        "????",
  year =         "2021",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/20M1354994",
  ISSN =         "2577-0187",
  bibdate =      "Wed Jan 19 07:24:16 MST 2022",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
  onlinedate =   "January 2021",
}

@Article{Zhang:2021:ELC,
  author =       "Ning Zhang and Yangjing Zhang and Defeng Sun and
                 Kim-Chuan Toh",
  title =        "An Efficient Linearly Convergent Regularized Proximal
                 Point Algorithm for Fused Multiple Graphical Lasso
                 Problems",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "3",
  number =       "2",
  pages =        "524--543",
  month =        "????",
  year =         "2021",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/20M1344160",
  ISSN =         "2577-0187",
  bibdate =      "Wed Jan 19 07:24:16 MST 2022",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
  onlinedate =   "January 2021",
}

@Article{Kueng:2021:BCD,
  author =       "Richard Kueng and Joel A. Tropp",
  title =        "Binary Component Decomposition. {Part I}: The
                 Positive-Semidefinite Case",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "3",
  number =       "2",
  pages =        "544--572",
  month =        "????",
  year =         "2021",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/19M1278612",
  ISSN =         "2577-0187",
  bibdate =      "Wed Jan 19 07:24:16 MST 2022",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
  onlinedate =   "January 2021",
}

@Article{Zhang:2021:NBB,
  author =       "Ruda Zhang and Roger Ghanem",
  title =        "Normal-Bundle Bootstrap",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "3",
  number =       "2",
  pages =        "573--592",
  month =        "????",
  year =         "2021",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/20M1356002",
  ISSN =         "2577-0187",
  bibdate =      "Wed Jan 19 07:24:16 MST 2022",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
  onlinedate =   "January 2021",
}

@Article{Abdolali:2021:SSM,
  author =       "Maryam Abdolali and Nicolas Gillis",
  title =        "Simplex-Structured Matrix Factorization:
                 Sparsity-Based Identifiability and Provably Correct
                 Algorithms",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "3",
  number =       "2",
  pages =        "593--623",
  month =        "????",
  year =         "2021",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/20M1354982",
  ISSN =         "2577-0187",
  bibdate =      "Wed Jan 19 07:24:16 MST 2022",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
  onlinedate =   "January 2021",
}

@Article{Adcock:2021:GBT,
  author =       "Ben Adcock and Nick Dexter",
  title =        "The Gap between Theory and Practice in Function
                 Approximation with Deep Neural Networks",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "3",
  number =       "2",
  pages =        "624--655",
  month =        "????",
  year =         "2021",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/20M131309X",
  ISSN =         "2577-0187",
  bibdate =      "Wed Jan 19 07:24:16 MST 2022",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
  onlinedate =   "January 2021",
}

@Article{Torres:2021:NEU,
  author =       "Leo Torres and Kevin S. Chan and Hanghang Tong and
                 Tina Eliassi-Rad",
  title =        "Nonbacktracking Eigenvalues under Node Removal:
                 {X}-Centrality and Targeted Immunization",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "3",
  number =       "2",
  pages =        "656--675",
  month =        "????",
  year =         "2021",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/20M1352132",
  ISSN =         "2577-0187",
  bibdate =      "Wed Jan 19 07:24:16 MST 2022",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
  onlinedate =   "January 2021",
}

@Article{Cooper:2021:GMO,
  author =       "Yaim Cooper",
  title =        "Global Minima of Overparameterized Neural Networks",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "3",
  number =       "2",
  pages =        "676--691",
  month =        "????",
  year =         "2021",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/19M1308943",
  ISSN =         "2577-0187",
  bibdate =      "Wed Jan 19 07:24:16 MST 2022",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
  onlinedate =   "January 2021",
}

@Article{Gossmann:2021:TDR,
  author =       "Alexej Gossmann and Aria Pezeshk and Yu-Ping Wang and
                 Berkman Sahiner",
  title =        "Test Data Reuse for the Evaluation of Continuously
                 Evolving Classification Algorithms Using the Area under
                 the Receiver Operating Characteristic Curve",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "3",
  number =       "2",
  pages =        "692--714",
  month =        "????",
  year =         "2021",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/20M1333110",
  ISSN =         "2577-0187",
  bibdate =      "Wed Jan 19 07:24:16 MST 2022",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
  onlinedate =   "January 2021",
}

@Article{Grishchenko:2021:DLS,
  author =       "Dmitry Grishchenko and Franck Iutzeler and
                 J{\'e}r{\^o}me Malick and Massih-Reza Amini",
  title =        "Distributed Learning with Sparse Communications by
                 Identification",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "3",
  number =       "2",
  pages =        "715--735",
  month =        "????",
  year =         "2021",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/20M1347772",
  ISSN =         "2577-0187",
  bibdate =      "Wed Jan 19 07:24:16 MST 2022",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
  onlinedate =   "January 2021",
}

@Article{Marchand:2021:ANP,
  author =       "Melissa Marchand and Kyle Gallivan and Wen Huang and
                 Paul {Van Dooren}",
  title =        "Analysis of the Neighborhood Pattern Similarity
                 Measure for the Role Extraction Problem",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "3",
  number =       "2",
  pages =        "736--757",
  month =        "????",
  year =         "2021",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/20M1358785",
  ISSN =         "2577-0187",
  bibdate =      "Wed Jan 19 07:24:16 MST 2022",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
  onlinedate =   "January 2021",
}

@Article{Bergermann:2021:SSL,
  author =       "Kai Bergermann and Martin Stoll and Toni Volkmer",
  title =        "Semi-supervised Learning for Aggregated Multilayer
                 Graphs Using Diffuse Interface Methods and Fast
                 Matrix-Vector Products",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "3",
  number =       "2",
  pages =        "758--785",
  month =        "????",
  year =         "2021",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/20M1352028",
  ISSN =         "2577-0187",
  bibdate =      "Wed Jan 19 07:24:16 MST 2022",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
  onlinedate =   "January 2021",
}

@Article{Shinde:2021:MES,
  author =       "Nimita Shinde and Vishnu Narayanan and James
                 Saunderson",
  title =        "Memory-Efficient Structured Convex Optimization via
                 Extreme Point Sampling",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "3",
  number =       "3",
  pages =        "787--814",
  month =        "????",
  year =         "2021",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/20M1358037",
  ISSN =         "2577-0187",
  bibdate =      "Wed Jan 19 07:24:19 MST 2022",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
  onlinedate =   "January 2021",
}

@Article{Jorgensen:2021:APR,
  author =       "Palle Jorgensen and David E. Stewart",
  title =        "Approximation Properties of Ridge Functions and
                 Extreme Learning Machines",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "3",
  number =       "3",
  pages =        "815--832",
  month =        "????",
  year =         "2021",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/20M1356348",
  ISSN =         "2577-0187",
  bibdate =      "Wed Jan 19 07:24:19 MST 2022",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
  onlinedate =   "January 2021",
}

@Article{Askari:2021:FKL,
  author =       "Armin Askari and Quentin Rebjock and Alexandre
                 d'Aspremont and Laurent {El Ghaoui}",
  title =        "{FANOK}: Knockoffs in Linear Time",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "3",
  number =       "3",
  pages =        "833--853",
  month =        "????",
  year =         "2021",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/20M1363698",
  ISSN =         "2577-0187",
  bibdate =      "Wed Jan 19 07:24:19 MST 2022",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
  onlinedate =   "January 2021",
}

@Article{Atchade:2021:ASG,
  author =       "Yves F. Atchad{\'e}",
  title =        "Approximate Spectral Gaps for {Markov} Chain Mixing
                 Times in High Dimensions",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "3",
  number =       "3",
  pages =        "854--872",
  month =        "????",
  year =         "2021",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/19M1283082",
  ISSN =         "2577-0187",
  bibdate =      "Wed Jan 19 07:24:19 MST 2022",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
  onlinedate =   "January 2021",
}

@Article{Salvi:2021:SKS,
  author =       "Cristopher Salvi and Thomas Cass and James Foster and
                 Terry Lyons and Weixin Yang",
  title =        "The Signature Kernel Is the Solution of a {Goursat}
                 {PDE}",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "3",
  number =       "3",
  pages =        "873--899",
  month =        "????",
  year =         "2021",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/20M1366794",
  ISSN =         "2577-0187",
  bibdate =      "Wed Jan 19 07:24:19 MST 2022",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
  onlinedate =   "January 2021",
}

@Article{Amir:2021:TLS,
  author =       "Tal Amir and Ronen Basri and Boaz Nadler",
  title =        "The Trimmed Lasso: Sparse Recovery Guarantees and
                 Practical Optimization by the Generalized Soft-Min
                 Penalty",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "3",
  number =       "3",
  pages =        "900--929",
  month =        "????",
  year =         "2021",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/20M1330634",
  ISSN =         "2577-0187",
  bibdate =      "Wed Jan 19 07:24:19 MST 2022",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
  onlinedate =   "January 2021",
}

@Article{Ghaoui:2021:IDL,
  author =       "Laurent {El Ghaoui} and Fangda Gu and Bertrand
                 Travacca and Armin Askari and Alicia Tsai",
  title =        "Implicit Deep Learning",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "3",
  number =       "3",
  pages =        "930--958",
  month =        "????",
  year =         "2021",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/20M1358517",
  ISSN =         "2577-0187",
  bibdate =      "Wed Jan 19 07:24:19 MST 2022",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
  onlinedate =   "January 2021",
}

@Article{Chau:2021:SGL,
  author =       "Ngoc Huy Chau and {\'E}ric Moulines and Mikl{\'o}s
                 R{\'a}sonyi and Sotirios Sabanis and Ying Zhang",
  title =        "On Stochastic Gradient {Langevin} Dynamics with
                 Dependent Data Streams: The Fully Nonconvex Case",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "3",
  number =       "3",
  pages =        "959--986",
  month =        "????",
  year =         "2021",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/20M1355392",
  ISSN =         "2577-0187",
  bibdate =      "Wed Jan 19 07:24:19 MST 2022",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
  onlinedate =   "January 2021",
}

@Article{Leeb:2021:MDW,
  author =       "William E. Leeb",
  title =        "Matrix Denoising for Weighted Loss Functions and
                 Heterogeneous Signals",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "3",
  number =       "3",
  pages =        "987--1012",
  month =        "????",
  year =         "2021",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/20M1319577",
  ISSN =         "2577-0187",
  bibdate =      "Wed Jan 19 07:24:19 MST 2022",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
  onlinedate =   "January 2021",
}

@Article{Khamaru:2021:TDL,
  author =       "Koulik Khamaru and Ashwin Pananjady and Feng Ruan and
                 Martin J. Wainwright and Michael I. Jordan",
  title =        "Is Temporal Difference Learning Optimal? {An}
                 Instance-Dependent Analysis",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "3",
  number =       "4",
  pages =        "1013--1040",
  month =        "????",
  year =         "2021",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/20M1331524",
  ISSN =         "2577-0187",
  bibdate =      "Wed Jan 19 07:24:21 MST 2022",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
  onlinedate =   "January 2021",
}

@Article{Newman:2021:TLV,
  author =       "Elizabeth Newman and Lars Ruthotto and Joseph Hart and
                 Bart van Bloemen Waanders",
  title =        "Train Like a (Var){Pro}: Efficient Training of Neural
                 Networks with Variable Projection",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "3",
  number =       "4",
  pages =        "1041--1066",
  month =        "????",
  year =         "2021",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/20M1359511",
  ISSN =         "2577-0187",
  bibdate =      "Wed Jan 19 07:24:21 MST 2022",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
  onlinedate =   "January 2021",
}

@Article{Charisopoulos:2021:CED,
  author =       "Vasileios Charisopoulos and Austin R. Benson and Anil
                 Damle",
  title =        "Communication-Efficient Distributed Eigenspace
                 Estimation",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "3",
  number =       "4",
  pages =        "1067--1092",
  month =        "????",
  year =         "2021",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/20M1364862",
  ISSN =         "2577-0187",
  bibdate =      "Wed Jan 19 07:24:21 MST 2022",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
  onlinedate =   "January 2021",
}

@Article{Birrell:2021:VRN,
  author =       "Jeremiah Birrell and Paul Dupuis and Markos A.
                 Katsoulakis and Luc Rey-Bellet and Jie Wang",
  title =        "Variational Representations and Neural Network
                 Estimation of {R{\'e}nyi} Divergences",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "3",
  number =       "4",
  pages =        "1093--1116",
  month =        "????",
  year =         "2021",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/20M1368926",
  ISSN =         "2577-0187",
  bibdate =      "Wed Jan 19 07:24:21 MST 2022",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
  onlinedate =   "January 2021",
}

@Article{Harris:2021:DTC,
  author =       "Kameron Decker Harris and Yizhe Zhu",
  title =        "Deterministic Tensor Completion with Hypergraph
                 Expanders",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "3",
  number =       "4",
  pages =        "1117--1140",
  month =        "????",
  year =         "2021",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/20M1379745",
  ISSN =         "2577-0187",
  bibdate =      "Wed Jan 19 07:24:21 MST 2022",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
  onlinedate =   "January 2021",
}

@Article{Gupta:2021:CRS,
  author =       "Abhishek Gupta and William B. Haskell",
  title =        "Convergence of Recursive Stochastic Algorithms Using
                 {Wasserstein} Divergence",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "3",
  number =       "4",
  pages =        "1141--1167",
  month =        "????",
  year =         "2021",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/21M1389808",
  ISSN =         "2577-0187",
  bibdate =      "Wed Jan 19 07:24:21 MST 2022",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
  onlinedate =   "January 2021",
}

@Article{Gu:2021:MFC,
  author =       "Haotian Gu and Xin Guo and Xiaoli Wei and Renyuan Xu",
  title =        "Mean-Field Controls with {Q}-Learning for Cooperative
                 {MARL}: Convergence and Complexity Analysis",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "3",
  number =       "4",
  pages =        "1168--1196",
  month =        "????",
  year =         "2021",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/20M1360700",
  ISSN =         "2577-0187",
  bibdate =      "Wed Jan 19 07:24:21 MST 2022",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
  onlinedate =   "January 2021",
}

@Article{Li:2021:MGM,
  author =       "Qunwei Li and Bhavya Kailkhura and Rushil Anirudh and
                 Jize Zhang and Yi Zhou and Yingbin Liang and T.
                 Yong-Jin Han and Pramod K. Varshney",
  title =        "{MR-AN}: Manifold Regularized Generative Adversarial
                 Networks for Scientific Data",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "3",
  number =       "4",
  pages =        "1197--1222",
  month =        "????",
  year =         "2021",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/20M1344299",
  ISSN =         "2577-0187",
  bibdate =      "Wed Jan 19 07:24:21 MST 2022",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
  onlinedate =   "January 2021",
}

@Article{Armstrong:2021:OAS,
  author =       "Santiago Armstrong and Crist{\'o}bal Guzm{\'a}n and
                 Carlos A. Sing Long",
  title =        "An Optimal Algorithm for Strict Circular Seriation",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "3",
  number =       "4",
  pages =        "1223--1250",
  month =        "????",
  year =         "2021",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/21M139356X",
  ISSN =         "2577-0187",
  bibdate =      "Wed Jan 19 07:24:21 MST 2022",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
  onlinedate =   "January 2021",
}

@Article{Bach:2021:ERE,
  author =       "Francis Bach",
  title =        "On the Effectiveness of {Richardson} Extrapolation in
                 Data Science",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "3",
  number =       "4",
  pages =        "1251--1277",
  month =        "????",
  year =         "2021",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/21M1397349",
  ISSN =         "2577-0187",
  bibdate =      "Wed Jan 19 07:24:21 MST 2022",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
  onlinedate =   "January 2021",
}

@Article{Shin:2021:BRC,
  author =       "Jaehyeok Shin and Aaditya Ramdas and Alessandro
                 Rinaldo",
  title =        "On the Bias, Risk, and Consistency of Sample Means in
                 Multi-armed Bandits",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "3",
  number =       "4",
  pages =        "1278--1300",
  month =        "????",
  year =         "2021",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/20M1361249",
  ISSN =         "2577-0187",
  bibdate =      "Wed Jan 19 07:24:21 MST 2022",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
  onlinedate =   "January 2021",
}

@Article{Potts:2021:IAH,
  author =       "Daniel Potts and Michael Schmischke",
  title =        "Interpretable Approximation of High-Dimensional Data",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "3",
  number =       "4",
  pages =        "1301--1323",
  month =        "????",
  year =         "2021",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/21M1407707",
  ISSN =         "2577-0187",
  bibdate =      "Wed Jan 19 07:24:21 MST 2022",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
  onlinedate =   "January 2021",
}

@Article{Hien:2022:BBM,
  author =       "Le Thi Khanh Hien and Duy Nhat Phan and Nicolas Gillis
                 and Masoud Ahookhosh and Panagiotis Patrinos",
  title =        "Block {Bregman} Majorization Minimization with
                 Extrapolation",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "4",
  number =       "1",
  pages =        "1--25",
  month =        "????",
  year =         "2022",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/21M1432661",
  ISSN =         "2577-0187",
  bibdate =      "Thu Apr 14 11:50:01 MDT 2022",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/21M1432661",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Baykal:2022:SIP,
  author =       "Cenk Baykal and Lucas Liebenwein and Igor
                 Gilitschenski and Dan Feldman and Daniela Rus",
  title =        "Sensitivity-Informed Provable Pruning of Neural
                 Networks",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "4",
  number =       "1",
  pages =        "26--45",
  month =        "????",
  year =         "2022",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/20M1383239",
  ISSN =         "2577-0187",
  bibdate =      "Thu Apr 14 11:50:01 MDT 2022",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/20M1383239",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Hawkins:2022:TCN,
  author =       "Cole Hawkins and Xing Liu and Zheng Zhang",
  title =        "Towards Compact Neural Networks via End-to-End
                 Training: a {Bayesian} Tensor Approach with Automatic
                 Rank Determination",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "4",
  number =       "1",
  pages =        "46--71",
  month =        "????",
  year =         "2022",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/21M1391444",
  ISSN =         "2577-0187",
  bibdate =      "Thu Apr 14 11:50:01 MDT 2022",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/21M1391444",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Little:2022:BGD,
  author =       "Anna Little and Daniel McKenzie and James M. Murphy",
  title =        "Balancing Geometry and Density: Path Distances on
                 High-Dimensional Data",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "4",
  number =       "1",
  pages =        "72--99",
  month =        "????",
  year =         "2022",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/20M1386657",
  ISSN =         "2577-0187",
  bibdate =      "Thu Apr 14 11:50:01 MDT 2022",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/20M1386657",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Jia:2022:UGM,
  author =       "Junteng Jia and Austin R. Benson",
  title =        "A Unifying Generative Model for Graph Learning
                 Algorithms: Label Propagation, Graph Convolutions, and
                 Combinations",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "4",
  number =       "1",
  pages =        "100--125",
  month =        "????",
  year =         "2022",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/21M1395351",
  ISSN =         "2577-0187",
  bibdate =      "Thu Apr 14 11:50:01 MDT 2022",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/21M1395351",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Huang:2022:DRR,
  author =       "Ningyuan Teresa Huang and David W. Hogg and Soledad
                 Villar",
  title =        "Dimensionality Reduction, Regularization, and
                 Generalization in Overparameterized Regressions",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "4",
  number =       "1",
  pages =        "126--152",
  month =        "????",
  year =         "2022",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/20M1387821",
  ISSN =         "2577-0187",
  bibdate =      "Thu Apr 14 11:50:01 MDT 2022",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/20M1387821",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Fanuel:2022:PSD,
  author =       "Micha{\"e}l Fanuel and Antoine Aspeel and Jean-Charles
                 Delvenne and Johan A. K. Suykens",
  title =        "Positive Semi-definite Embedding for Dimensionality
                 Reduction and Out-of-Sample Extensions",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "4",
  number =       "1",
  pages =        "153--178",
  month =        "????",
  year =         "2022",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/20M1370653",
  ISSN =         "2577-0187",
  bibdate =      "Thu Apr 14 11:50:01 MDT 2022",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/20M1370653",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Altschuler:2022:WBN,
  author =       "Jason M. Altschuler and Enric Boix-Adser{\`a}",
  title =        "{Wasserstein} Barycenters Are {NP}-Hard to Compute",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "4",
  number =       "1",
  pages =        "179--203",
  month =        "????",
  year =         "2022",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/21M1390062",
  ISSN =         "2577-0187",
  bibdate =      "Thu Apr 14 11:50:01 MDT 2022",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/21M1390062",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Belyaeva:2022:IGO,
  author =       "Anastasiya Belyaeva and Kaie Kubjas and Lawrence J.
                 Sun and Caroline Uhler",
  title =        "Identifying {$3$D} Genome Organization in Diploid
                 Organisms via {Euclidean} Distance Geometry",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "4",
  number =       "1",
  pages =        "204--228",
  month =        "????",
  year =         "2022",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/21M1390372",
  ISSN =         "2577-0187",
  bibdate =      "Thu Apr 14 11:50:01 MDT 2022",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/21M1390372",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Heinemann:2022:RWB,
  author =       "Florian Heinemann and Axel Munk and Yoav Zemel",
  title =        "Randomized {Wasserstein} Barycenter Computation:
                 Resampling with Statistical Guarantees",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "4",
  number =       "1",
  pages =        "229--259",
  month =        "????",
  year =         "2022",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/20M1385263",
  ISSN =         "2577-0187",
  bibdate =      "Thu Apr 14 11:50:01 MDT 2022",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/20M1385263",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Wang:2022:BCG,
  author =       "Ke Wang and Christos Thrampoulidis",
  title =        "Binary Classification of {Gaussian} Mixtures:
                 Abundance of Support Vectors, Benign Overfitting, and
                 Regularization",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "4",
  number =       "1",
  pages =        "260--284",
  month =        "????",
  year =         "2022",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/21M1415121",
  ISSN =         "2577-0187",
  bibdate =      "Thu Apr 14 11:50:01 MDT 2022",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/21M1415121",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Bomze:2022:FCD,
  author =       "Immanuel M. Bomze and Francesco Rinaldi and Damiano
                 Zeffiro",
  title =        "Fast Cluster Detection in Networks by First Order
                 Optimization",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "4",
  number =       "1",
  pages =        "285--305",
  month =        "????",
  year =         "2022",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/21M1408658",
  ISSN =         "2577-0187",
  bibdate =      "Thu Apr 14 11:50:01 MDT 2022",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/21M1408658",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Habring:2022:GVM,
  author =       "Andreas Habring and Martin Holler",
  title =        "A Generative Variational Model for Inverse Problems in
                 Imaging",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "4",
  number =       "1",
  pages =        "306--335",
  month =        "????",
  year =         "2022",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/21M1414978",
  ISSN =         "2577-0187",
  bibdate =      "Thu Apr 14 11:50:01 MDT 2022",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/21M1414978",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Chen:2022:OOT,
  author =       "Haolin Chen and Luis Rademacher",
  title =        "Overcomplete Order-3 Tensor Decomposition, Blind
                 Deconvolution, and {Gaussian} Mixture Models",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "4",
  number =       "1",
  pages =        "336--361",
  month =        "????",
  year =         "2022",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/21M1399415",
  ISSN =         "2577-0187",
  bibdate =      "Thu Apr 14 11:50:01 MDT 2022",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/21M1399415",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Delgosha:2022:RCU,
  author =       "Payam Delgosha and Hamed Hassani and Ramtin
                 Pedarsani",
  title =        "Robust Classification Under $ \ell_0 $ Attack for the
                 {Gaussian} Mixture Model",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "4",
  number =       "1",
  pages =        "362--385",
  month =        "????",
  year =         "2022",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/21M1426286",
  ISSN =         "2577-0187",
  bibdate =      "Thu Apr 14 11:50:01 MDT 2022",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/21M1426286",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Gidisu:2022:GCD,
  author =       "Perfect Y. Gidisu and Michiel E. Hochstenbach",
  title =        "A Generalized {CUR} Decomposition for Matrix Pairs",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "4",
  number =       "1",
  pages =        "386--409",
  month =        "????",
  year =         "2022",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/21M1432119",
  ISSN =         "2577-0187",
  bibdate =      "Thu Apr 14 11:50:01 MDT 2022",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/21M1432119",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Dietrich:2022:SDJ,
  author =       "Felix Dietrich and Or Yair and Rotem Mulayoff and
                 Ronen Talmon and Ioannis G. Kevrekidis",
  title =        "Spectral Discovery of Jointly Smooth Features for
                 Multimodal Data",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "4",
  number =       "1",
  pages =        "410--430",
  month =        "????",
  year =         "2022",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/21M141590X",
  ISSN =         "2577-0187",
  bibdate =      "Thu Apr 14 11:50:01 MDT 2022",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/21M141590X",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Saul:2022:NMD,
  author =       "Lawrence K. Saul",
  title =        "A Nonlinear Matrix Decomposition for Mining the Zeros
                 of Sparse Data",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "4",
  number =       "2",
  pages =        "431--463",
  month =        "????",
  year =         "2022",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/21M1405769",
  ISSN =         "2577-0187",
  bibdate =      "Thu Apr 14 11:50:04 MDT 2022",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/21M1405769",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Parhi:2022:WKF,
  author =       "Rahul Parhi and Robert D. Nowak",
  title =        "What Kinds of Functions Do Deep Neural Networks Learn?
                 {Insights} from Variational Spline Theory",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "4",
  number =       "2",
  pages =        "464--489",
  month =        "????",
  year =         "2022",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/21M1418642",
  ISSN =         "2577-0187",
  bibdate =      "Thu Apr 14 11:50:04 MDT 2022",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/21M1418642",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Behr:2022:SMM,
  author =       "Merle Behr and Axel Munk",
  title =        "Statistical Methods for Minimax Estimation in Linear
                 Models with Unknown Design Over Finite Alphabets",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "4",
  number =       "2",
  pages =        "490--513",
  month =        "????",
  year =         "2022",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/21M1398860",
  ISSN =         "2577-0187",
  bibdate =      "Wed Mar 22 16:29:39 MDT 2023",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/21M1398860",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Askari:2022:ABS,
  author =       "Armin Askari and Alexandre d'Aspremont and Laurent {El
                 Ghaoui}",
  title =        "Approximation Bounds for Sparse Programs",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "4",
  number =       "2",
  pages =        "514--530",
  month =        "????",
  year =         "2022",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/21M1398677",
  ISSN =         "2577-0187",
  bibdate =      "Wed Mar 22 16:29:39 MDT 2023",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/21M1398677",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{OReilly:2022:SGG,
  author =       "Eliza O'Reilly and Ngoc Mai Tran",
  title =        "Stochastic Geometry to Generalize the {Mondrian}
                 Process",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "4",
  number =       "2",
  pages =        "531--552",
  month =        "????",
  year =         "2022",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/20M1354490",
  ISSN =         "2577-0187",
  bibdate =      "Wed Mar 22 16:29:39 MDT 2023",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/20M1354490",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Caragea:2022:QAR,
  author =       "Andrei Caragea and Dae Gwan Lee and Johannes Maly and
                 G{\"o}tz Pfander and Felix Voigtlaender",
  title =        "Quantitative Approximation Results for Complex-Valued
                 Neural Networks",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "4",
  number =       "2",
  pages =        "553--580",
  month =        "????",
  year =         "2022",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/21M1429540",
  ISSN =         "2577-0187",
  bibdate =      "Wed Mar 22 16:29:39 MDT 2023",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/21M1429540",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Heaton:2022:WBP,
  author =       "Howard Heaton and Samy Wu Fung and Alex Tong Lin and
                 Stanley Osher and Wotao Yin",
  title =        "{Wasserstein}-Based Projections with Applications to
                 Inverse Problems",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "4",
  number =       "2",
  pages =        "581--603",
  month =        "????",
  year =         "2022",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/20M1376790",
  ISSN =         "2577-0187",
  bibdate =      "Wed Mar 22 16:29:39 MDT 2023",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/20M1376790",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Molina-Fructuoso:2022:TDH,
  author =       "Martin Molina-Fructuoso and Ryan Murray",
  title =        "{Tukey} Depths and {Hamilton--Jacobi} Differential
                 Equations",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "4",
  number =       "2",
  pages =        "604--633",
  month =        "????",
  year =         "2022",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/21M1411998",
  ISSN =         "2577-0187",
  bibdate =      "Wed Mar 22 16:29:39 MDT 2023",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/21M1411998",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Horvath:2022:ASG,
  author =       "Samuel Horv{\'a}th and Lihua Lei and Peter
                 Richt{\'a}rik and Michael I. Jordan",
  title =        "Adaptivity of Stochastic Gradient Methods for
                 Nonconvex Optimization",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "4",
  number =       "2",
  pages =        "634--648",
  month =        "????",
  year =         "2022",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/21M1394308",
  ISSN =         "2577-0187",
  bibdate =      "Wed Mar 22 16:29:39 MDT 2023",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/21M1394308",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Duruisseaux:2022:VFA,
  author =       "Valentin Duruisseaux and Melvin Leok",
  title =        "A Variational Formulation of Accelerated Optimization
                 on {Riemannian} Manifolds",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "4",
  number =       "2",
  pages =        "649--674",
  month =        "????",
  year =         "2022",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/21M1395648",
  ISSN =         "2577-0187",
  bibdate =      "Wed Mar 22 16:29:39 MDT 2023",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/21M1395648",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Bock:2022:SCD,
  author =       "Markus B{\"o}ck and Clemens Heitzinger",
  title =        "Speedy Categorical Distributional Reinforcement
                 Learning and Complexity Analysis",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "4",
  number =       "2",
  pages =        "675--693",
  month =        "????",
  year =         "2022",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/20M1364436",
  ISSN =         "2577-0187",
  bibdate =      "Wed Mar 22 16:29:39 MDT 2023",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/20M1364436",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Li:2022:NWD,
  author =       "Yuqing Li and Tao Luo and Chao Ma",
  title =        "Nonlinear Weighted Directed Acyclic Graph and A Priori
                 Estimates for Neural Networks",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "4",
  number =       "2",
  pages =        "694--720",
  month =        "????",
  year =         "2022",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/21M140955X",
  ISSN =         "2577-0187",
  bibdate =      "Wed Mar 22 16:29:39 MDT 2023",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/21M140955X",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Hamm:2022:IDA,
  author =       "Thomas Hamm and Ingo Steinwart",
  title =        "Intrinsic Dimension Adaptive Partitioning for Kernel
                 Methods",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "4",
  number =       "2",
  pages =        "721--749",
  month =        "????",
  year =         "2022",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/21M1435690",
  ISSN =         "2577-0187",
  bibdate =      "Wed Mar 22 16:29:39 MDT 2023",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/21M1435690",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Bohm:2022:TST,
  author =       "Axel B{\"o}hm and Michael Sedlmayer and Ern{\"o}
                 Robert Csetnek and Radu Ioan Bot",
  title =        "Two Steps at a Time --- Taking {GAN} Training in
                 Stride with {Tseng}'s Method",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "4",
  number =       "2",
  pages =        "750--771",
  month =        "????",
  year =         "2022",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/21M1420939",
  ISSN =         "2577-0187",
  bibdate =      "Wed Mar 22 16:29:39 MDT 2023",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/21M1420939",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Bachoc:2022:SCD,
  author =       "Fran{\c{c}}ois Bachoc and Andr{\'e}s F.
                 L{\'o}pez-Lopera and Olivier Roustant",
  title =        "Sequential Construction and Dimension Reduction of
                 {Gaussian} Processes Under Inequality Constraints",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "4",
  number =       "2",
  pages =        "772--800",
  month =        "????",
  year =         "2022",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/21M1407513",
  ISSN =         "2577-0187",
  bibdate =      "Wed Mar 22 16:29:39 MDT 2023",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/21M1407513",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Chen:2022:AEK,
  author =       "Yuming Chen and Daniel Sanz-Alonso and Rebecca
                 Willett",
  title =        "Autodifferentiable Ensemble {Kalman} Filters",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "4",
  number =       "2",
  pages =        "801--833",
  month =        "????",
  year =         "2022",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/21M1434477",
  ISSN =         "2577-0187",
  bibdate =      "Wed Mar 22 16:29:39 MDT 2023",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/21M1434477",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Zhang:2022:FGT,
  author =       "Tong Zhang",
  title =        "Feel-Good {Thompson} Sampling for Contextual Bandits
                 and Reinforcement Learning",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "4",
  number =       "2",
  pages =        "834--857",
  month =        "????",
  year =         "2022",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/21M140924X",
  ISSN =         "2577-0187",
  bibdate =      "Wed Mar 22 16:29:39 MDT 2023",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/21M140924X",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Memoli:2022:PLP,
  author =       "Facundo M{\'e}moli and Zhengchao Wan and Yusu Wang",
  title =        "Persistent {Laplacians}: Properties, Algorithms and
                 Implications",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "4",
  number =       "2",
  pages =        "858--884",
  month =        "????",
  year =         "2022",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/21M1435471",
  ISSN =         "2577-0187",
  bibdate =      "Wed Mar 22 16:29:39 MDT 2023",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/21M1435471",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Xie:2022:OGE,
  author =       "Yuege Xie and Hung-Hsu Chou and Holger Rauhut and
                 Rachel Ward",
  title =        "Overparameterization and Generalization Error:
                 Weighted Trigonometric Interpolation",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "4",
  number =       "2",
  pages =        "885--908",
  month =        "????",
  year =         "2022",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/21M1390955",
  ISSN =         "2577-0187",
  bibdate =      "Wed Mar 22 16:29:39 MDT 2023",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/21M1390955",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Zilber:2022:GPO,
  author =       "Pini Zilber and Boaz Nadler",
  title =        "{GNMR}: A Provable One-Line Algorithm for Low Rank
                 Matrix Recovery",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "4",
  number =       "2",
  pages =        "909--934",
  month =        "????",
  year =         "2022",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/21M1433812",
  ISSN =         "2577-0187",
  bibdate =      "Wed Mar 22 16:29:39 MDT 2023",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/21M1433812",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Xing:2022:BIN,
  author =       "Yue Xing and Qifan Song and Guang Cheng",
  title =        "Benefit of Interpolation in Nearest Neighbor
                 Algorithms",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "4",
  number =       "2",
  pages =        "935--956",
  month =        "????",
  year =         "2022",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/21M1437457",
  ISSN =         "2577-0187",
  bibdate =      "Wed Mar 22 16:29:39 MDT 2023",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/21M1437457",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Solomon:2022:VCN,
  author =       "Justin Solomon and Kristjan Greenewald and Haikady
                 Nagaraja",
  title =        "$k$-Variance: A Clustered Notion of Variance",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "4",
  number =       "3",
  pages =        "957--978",
  month =        "????",
  year =         "2022",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/20M1385895",
  ISSN =         "2577-0187",
  bibdate =      "Wed Mar 22 16:28:36 MDT 2023",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/20M1385895",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Barre:2022:CCV,
  author =       "Mathieu Barr{\'e} and Adrien Taylor and Alexandre
                 d'Aspremont",
  title =        "Convergence of a Constrained Vector Extrapolation
                 Scheme",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "4",
  number =       "3",
  pages =        "979--1002",
  month =        "????",
  year =         "2022",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/21M1428030",
  ISSN =         "2577-0187",
  bibdate =      "Wed Mar 22 16:28:36 MDT 2023",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/21M1428030",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Bogensperger:2022:CPS,
  author =       "Lea Bogensperger and Antonin Chambolle and Thomas
                 Pock",
  title =        "Convergence of a Piggyback-Style Method for the
                 Differentiation of Solutions of Standard Saddle-Point
                 Problems",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "4",
  number =       "3",
  pages =        "1003--1030",
  month =        "????",
  year =         "2022",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/21M1455887",
  ISSN =         "2577-0187",
  bibdate =      "Wed Mar 22 16:28:36 MDT 2023",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/21M1455887",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Li:2022:DCO,
  author =       "Boyue Li and Zhize Li and Yuejie Chi",
  title =        "{DESTRESS}: Computation-Optimal and
                 Communication-Efficient Decentralized Nonconvex
                 Finite-Sum Optimization",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "4",
  number =       "3",
  pages =        "1031--1051",
  month =        "????",
  year =         "2022",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/21M1450677",
  ISSN =         "2577-0187",
  bibdate =      "Wed Mar 22 16:28:36 MDT 2023",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/21M1450677",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Fan:2022:JCD,
  author =       "Yifeng Fan and Yuehaw Khoo and Zhizhen Zhao",
  title =        "Joint Community Detection and Rotational
                 Synchronization via Semidefinite Programming",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "4",
  number =       "3",
  pages =        "1052--1081",
  month =        "????",
  year =         "2022",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/21M1419702",
  ISSN =         "2577-0187",
  bibdate =      "Wed Mar 22 16:28:36 MDT 2023",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/21M1419702",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Boedihardjo:2022:PSN,
  author =       "March Boedihardjo and Thomas Strohmer and Roman
                 Vershynin",
  title =        "Private Sampling: A Noiseless Approach for Generating
                 Differentially Private Synthetic Data",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "4",
  number =       "3",
  pages =        "1082--1115",
  month =        "????",
  year =         "2022",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/21M1449944",
  ISSN =         "2577-0187",
  bibdate =      "Wed Mar 22 16:28:36 MDT 2023",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/21M1449944",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Hickok:2022:ASS,
  author =       "Abigail Hickok and Deanna Needell and Mason A.
                 Porter",
  title =        "Analysis of Spatial and Spatiotemporal Anomalies Using
                 Persistent Homology: Case Studies with {COVID-19}
                 Data",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "4",
  number =       "3",
  pages =        "1116--1144",
  month =        "????",
  year =         "2022",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/21M1435033",
  ISSN =         "2577-0187",
  bibdate =      "Wed Mar 22 16:28:36 MDT 2023",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/21M1435033",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Bohn:2022:DNN,
  author =       "Bastian Bohn and Michael Griebel and Dinesh Kannan",
  title =        "Deep Neural Networks and {PIDE} Discretizations",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "4",
  number =       "3",
  pages =        "1145--1170",
  month =        "????",
  year =         "2022",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/21M1438554",
  ISSN =         "2577-0187",
  bibdate =      "Wed Mar 22 16:28:36 MDT 2023",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/21M1438554",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Fanuel:2022:DPP,
  author =       "Micha{\"e}l Fanuel and Joachim Schreurs and Johan A.
                 K. Suykens",
  title =        "Determinantal Point Processes Implicitly Regularize
                 Semiparametric Regression Problems",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "4",
  number =       "3",
  pages =        "1171--1190",
  month =        "????",
  year =         "2022",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/21M1403977",
  ISSN =         "2577-0187",
  bibdate =      "Wed Mar 22 16:28:36 MDT 2023",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/21M1403977",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Roald:2022:AAA,
  author =       "Marie Roald and Carla Schenker and Vince D. Calhoun
                 and T{\"u}lay Adali and Rasmus Bro and Jeremy E. Cohen
                 and Evrim Acar",
  title =        "An {AO-ADMM} Approach to Constraining {PARAFAC2} on
                 All Modes",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "4",
  number =       "3",
  pages =        "1191--1222",
  month =        "????",
  year =         "2022",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/21M1450033",
  ISSN =         "2577-0187",
  bibdate =      "Wed Mar 22 16:28:36 MDT 2023",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/21M1450033",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Hanik:2022:BID,
  author =       "Martin Hanik and Hans-Christian Hege and Christoph von
                 Tycowicz",
  title =        "Bi-Invariant Dissimilarity Measures for Sample
                 Distributions in {Lie} Groups",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "4",
  number =       "4",
  pages =        "1223--1249",
  month =        "????",
  year =         "2022",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/21M1410373",
  ISSN =         "2577-0187",
  bibdate =      "Wed Mar 22 16:28:39 MDT 2023",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/21M1410373",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Dunlap:2022:LVS,
  author =       "Alexander Dunlap and Jean-Christophe Mourrat",
  title =        "Local Versions of Sum-of-Norms Clustering",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "4",
  number =       "4",
  pages =        "1250--1271",
  month =        "????",
  year =         "2022",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/21M1448732",
  ISSN =         "2577-0187",
  bibdate =      "Wed Mar 22 16:28:39 MDT 2023",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/21M1448732",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Luo:2022:ECL,
  author =       "Tao Luo and Zheng Ma and Zhi-Qin John Xu and Yaoyu
                 Zhang",
  title =        "On the Exact Computation of Linear Frequency Principle
                 Dynamics and Its Generalization",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "4",
  number =       "4",
  pages =        "1272--1292",
  month =        "????",
  year =         "2022",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/21M1444400",
  ISSN =         "2577-0187",
  bibdate =      "Wed Mar 22 16:28:39 MDT 2023",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/21M1444400",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Maire:2022:MKL,
  author =       "Florian Maire and Pierre Vandekerkhove",
  title =        "{Markov} Kernels Local Aggregation for Noise Vanishing
                 Distribution Sampling",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "4",
  number =       "4",
  pages =        "1293--1319",
  month =        "????",
  year =         "2022",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/22M1469626",
  ISSN =         "2577-0187",
  bibdate =      "Wed Mar 22 16:28:39 MDT 2023",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/22M1469626",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Etter:2022:OSG,
  author =       "Philip A. Etter and Lexing Ying",
  title =        "Operator Shifting for General Noisy Matrix Systems",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "4",
  number =       "4",
  pages =        "1320--1346",
  month =        "????",
  year =         "2022",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/21M1416849",
  ISSN =         "2577-0187",
  bibdate =      "Wed Mar 22 16:28:39 MDT 2023",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/21M1416849",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Chevallier:2022:EWD,
  author =       "Emmanuel Chevallier and Didong Li and Yulong Lu and
                 David Dunson",
  title =        "Exponential-Wrapped Distributions on Symmetric
                 Spaces",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "4",
  number =       "4",
  pages =        "1347--1368",
  month =        "????",
  year =         "2022",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/21M1461551",
  ISSN =         "2577-0187",
  bibdate =      "Wed Mar 22 16:28:39 MDT 2023",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/21M1461551",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Chambolle:2022:ABP,
  author =       "Antonin Chambolle and Juan Pablo Contreras",
  title =        "Accelerated {Bregman} Primal-Dual Methods Applied to
                 Optimal Transport and {Wasserstein} Barycenter
                 Problems",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "4",
  number =       "4",
  pages =        "1369--1395",
  month =        "????",
  year =         "2022",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/22M1481865",
  ISSN =         "2577-0187",
  bibdate =      "Wed Mar 22 16:28:39 MDT 2023",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/22M1481865",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Dirksen:2022:SER,
  author =       "Sjoerd Dirksen and Shahar Mendelson and Alexander
                 Stollenwerk",
  title =        "Sharp Estimates on Random Hyperplane Tessellations",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "4",
  number =       "4",
  pages =        "1396--1419",
  month =        "????",
  year =         "2022",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/22M1485826",
  ISSN =         "2577-0187",
  bibdate =      "Wed Mar 22 16:28:39 MDT 2023",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/22M1485826",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Landa:2022:BRR,
  author =       "Boris Landa and Thomas T. C. K. Zhang and Yuval
                 Kluger",
  title =        "Biwhitening Reveals the Rank of a Count Matrix",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "4",
  number =       "4",
  pages =        "1420--1446",
  month =        "????",
  year =         "2022",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/21M1456807",
  ISSN =         "2577-0187",
  bibdate =      "Wed Mar 22 16:28:39 MDT 2023",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/21M1456807",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Dar:2022:DDD,
  author =       "Yehuda Dar and Richard G. Baraniuk",
  title =        "Double Double Descent: On Generalization Errors in
                 Transfer Learning between Linear Regression Tasks",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "4",
  number =       "4",
  pages =        "1447--1472",
  month =        "????",
  year =         "2022",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/22M1469559",
  ISSN =         "2577-0187",
  bibdate =      "Wed Mar 22 16:28:39 MDT 2023",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/22M1469559",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Tudisco:2023:CPD,
  author =       "Francesco Tudisco and Desmond J. Higham",
  title =        "Core-Periphery Detection in Hypergraphs",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "5",
  number =       "1",
  pages =        "1--21",
  month =        "????",
  year =         "2023",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/22M1480926",
  ISSN =         "2577-0187",
  bibdate =      "Wed Mar 22 16:28:41 MDT 2023",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/22M1480926",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Zheng:2023:EIB,
  author =       "L{\'e}on Zheng and Elisa Riccietti and R{\'e}mi
                 Gribonval",
  title =        "Efficient Identification of Butterfly Sparse Matrix
                 Factorizations",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "5",
  number =       "1",
  pages =        "22--49",
  month =        "????",
  year =         "2023",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/22M1488727",
  ISSN =         "2577-0187",
  bibdate =      "Wed Mar 22 16:28:41 MDT 2023",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/22M1488727",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Bayer:2023:SDN,
  author =       "Christian Bayer and Peter K. Friz and Nikolas Tapia",
  title =        "Stability of Deep Neural Networks via Discrete Rough
                 Paths",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "5",
  number =       "1",
  pages =        "50--76",
  month =        "????",
  year =         "2023",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/22M1472358",
  ISSN =         "2577-0187",
  bibdate =      "Wed Mar 22 16:28:41 MDT 2023",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/22M1472358",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Li:2023:MOR,
  author =       "Adam Li and Ronan Perry and Chester Huynh and Tyler M.
                 Tomita and Ronak Mehta and Jesus Arroyo and Jesse
                 Patsolic and Ben Falk and Sridevi Sarma and Joshua
                 Vogelstein",
  title =        "Manifold Oblique Random Forests: Towards Closing the
                 Gap on Convolutional Deep Networks",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "5",
  number =       "1",
  pages =        "77--96",
  month =        "????",
  year =         "2023",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/21M1449117",
  ISSN =         "2577-0187",
  bibdate =      "Wed Mar 22 16:28:41 MDT 2023",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/21M1449117",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Archimbaud:2023:NCN,
  author =       "Aurore Archimbaud and Zlatko Drmac and Klaus
                 Nordhausen and Una Radojici{\'c} and Anne Ruiz-Gazen",
  title =        "Numerical Considerations and a New Implementation for
                 Invariant Coordinate Selection",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "5",
  number =       "1",
  pages =        "97--121",
  month =        "????",
  year =         "2023",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/22M1498759",
  ISSN =         "2577-0187",
  bibdate =      "Wed Mar 22 16:28:41 MDT 2023",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/22M1498759",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Farnia:2023:GGG,
  author =       "Farzan Farnia and William W. Wang and Subhro Das and
                 Ali Jadbabaie",
  title =        "{GAT-GMM}: Generative Adversarial Training for
                 {Gaussian} Mixture Models",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "5",
  number =       "1",
  pages =        "122--146",
  month =        "????",
  year =         "2023",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/21M1445831",
  ISSN =         "2577-0187",
  bibdate =      "Wed Mar 22 16:28:41 MDT 2023",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/21M1445831",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Elvira:2023:SRI,
  author =       "Cl{\'e}ment Elvira and C{\'e}dric Herzet",
  title =        "Safe Rules for the Identification of Zeros in the
                 Solutions of the {SLOPE} Problem",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "5",
  number =       "1",
  pages =        "147--173",
  month =        "????",
  year =         "2023",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/21M1457631",
  ISSN =         "2577-0187",
  bibdate =      "Wed Mar 22 16:28:41 MDT 2023",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/21M1457631",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Li:2023:AIO,
  author =       "Tianjiao Li and Guanghui Lan and Ashwin Pananjady",
  title =        "Accelerated and Instance-Optimal Policy Evaluation
                 with Linear Function Approximation",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "5",
  number =       "1",
  pages =        "174--200",
  month =        "????",
  year =         "2023",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/21M1468668",
  ISSN =         "2577-0187",
  bibdate =      "Wed Mar 22 16:28:41 MDT 2023",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/21M1468668",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Carmona:2023:SOA,
  author =       "Mikhael Carmona and Victor Chepoi and Guyslain Naves
                 and Pascal Pr{\'e}a",
  title =        "A Simple and Optimal Algorithm for Strict Circular
                 Seriation",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "5",
  number =       "1",
  pages =        "201--221",
  month =        "????",
  year =         "2023",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/22M1495342",
  ISSN =         "2577-0187",
  bibdate =      "Tue Oct 17 14:16:13 MDT 2023",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/22M1495342",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Hong:2023:OWP,
  author =       "David Hong and Fan Yang and Jeffrey A. Fessler and
                 Laura Balzano",
  title =        "Optimally Weighted {PCA} for High-Dimensional
                 Heteroscedastic Data",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "5",
  number =       "1",
  pages =        "222--250",
  month =        "????",
  year =         "2023",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/22M1470244",
  ISSN =         "2577-0187",
  bibdate =      "Tue Oct 17 14:16:13 MDT 2023",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/22M1470244",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Chodrow:2023:NSC,
  author =       "Philip Chodrow and Nicole Eikmeier and Jamie Haddock",
  title =        "Nonbacktracking Spectral Clustering of Nonuniform
                 Hypergraphs",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "5",
  number =       "2",
  pages =        "251--279",
  month =        "????",
  year =         "2023",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/22M1494713",
  ISSN =         "2577-0187",
  bibdate =      "Tue Oct 17 14:16:16 MDT 2023",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/22M1494713",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Chen:2023:CSL,
  author =       "Wenyu Chen and Mathias Drton and Ali Shojaie",
  title =        "Causal Structural Learning via Local Graphs",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "5",
  number =       "2",
  pages =        "280--305",
  month =        "????",
  year =         "2023",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/20M1362796",
  ISSN =         "2577-0187",
  bibdate =      "Tue Oct 17 14:16:16 MDT 2023",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/20M1362796",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Neumayer:2023:ALF,
  author =       "Sebastian Neumayer and Alexis Goujon and Pakshal Bohra
                 and Michael Unser",
  title =        "Approximation of {Lipschitz} Functions Using Deep
                 Spline Neural Networks",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "5",
  number =       "2",
  pages =        "306--322",
  month =        "????",
  year =         "2023",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/22M1504573",
  ISSN =         "2577-0187",
  bibdate =      "Tue Oct 17 14:16:16 MDT 2023",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/22M1504573",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Lovas:2023:TNN,
  author =       "Attila Lovas and Iosif Lytras and Mikl{\'o}s
                 R{\'a}sonyi and Sotirios Sabanis",
  title =        "Taming Neural Networks with {TUSLA}: Nonconvex
                 Learning via Adaptive Stochastic Gradient {Langevin}
                 Algorithms",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "5",
  number =       "2",
  pages =        "323--345",
  month =        "????",
  year =         "2023",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/22M1514283",
  ISSN =         "2577-0187",
  bibdate =      "Tue Oct 17 14:16:16 MDT 2023",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/22M1514283",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Huguet:2023:TID,
  author =       "Guillaume Huguet and Alexander Tong and Bastian Rieck
                 and Jessie Huang and Manik Kuchroo and Matthew Hirn and
                 Guy Wolf and Smita Krishnaswamy",
  title =        "Time-Inhomogeneous Diffusion Geometry and Topology",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "5",
  number =       "2",
  pages =        "346--372",
  month =        "????",
  year =         "2023",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/21M1462945",
  ISSN =         "2577-0187",
  bibdate =      "Tue Oct 17 14:16:16 MDT 2023",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/21M1462945",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Zhang:2023:PTQ,
  author =       "Jinjie Zhang and Yixuan Zhou and Rayan Saab",
  title =        "Post-training Quantization for Neural Networks with
                 Provable Guarantees",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "5",
  number =       "2",
  pages =        "373--399",
  month =        "????",
  year =         "2023",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/22M1511709",
  ISSN =         "2577-0187",
  bibdate =      "Tue Oct 17 14:16:16 MDT 2023",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/22M1511709",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Arias-Castro:2023:MCT,
  author =       "Ery Arias-Castro and Wanli Qiao",
  title =        "Moving Up the Cluster Tree with the Gradient Flow",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "5",
  number =       "2",
  pages =        "400--421",
  month =        "????",
  year =         "2023",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/22M1469869",
  ISSN =         "2577-0187",
  bibdate =      "Tue Oct 17 14:16:16 MDT 2023",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/22M1469869",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Aziznejad:2023:MCL,
  author =       "Shayan Aziznejad and Joaquim Campos and Michael
                 Unser",
  title =        "Measuring Complexity of Learning Schemes Using
                 {Hessian}-Schatten Total Variation",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "5",
  number =       "2",
  pages =        "422--445",
  month =        "????",
  year =         "2023",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/22M147517X",
  ISSN =         "2577-0187",
  bibdate =      "Tue Oct 17 14:16:16 MDT 2023",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/22M147517X",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Bai:2023:EGO,
  author =       "Yatong Bai and Tanmay Gautam and Somayeh Sojoudi",
  title =        "Efficient Global Optimization of Two-Layer {ReLU}
                 Networks: Quadratic-Time Algorithms and Adversarial
                 Training",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "5",
  number =       "2",
  pages =        "446--474",
  month =        "????",
  year =         "2023",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/21M1467134",
  ISSN =         "2577-0187",
  bibdate =      "Tue Oct 17 14:16:16 MDT 2023",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/21M1467134",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Hamm:2023:WWI,
  author =       "Keaton Hamm and Nick Henscheid and Shujie Kang",
  title =        "Wassmap: {Wasserstein} Isometric Mapping for Image
                 Manifold Learning",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "5",
  number =       "2",
  pages =        "475--501",
  month =        "????",
  year =         "2023",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/22M1490053",
  ISSN =         "2577-0187",
  bibdate =      "Tue Oct 17 14:16:16 MDT 2023",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/22M1490053",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Valdeira:2023:PRG,
  author =       "Filipa M. Valdeira and Ricardo Ferreira and Alessandra
                 Micheletti and Cl{\'a}udia Soares",
  title =        "Probabilistic Registration for {Gaussian} Process
                 Three-Dimensional Shape Modelling in the Presence of
                 Extensive Missing Data",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "5",
  number =       "2",
  pages =        "502--527",
  month =        "????",
  year =         "2023",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/22M1495494",
  ISSN =         "2577-0187",
  bibdate =      "Tue Oct 17 14:16:16 MDT 2023",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/22M1495494",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Mordant:2023:SAR,
  author =       "Gilles Mordant and Axel Munk",
  title =        "Statistical Analysis of Random Objects Via Metric
                 Measure {Laplacians}",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "5",
  number =       "2",
  pages =        "528--557",
  month =        "????",
  year =         "2023",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/22M1491022",
  ISSN =         "2577-0187",
  bibdate =      "Tue Oct 17 14:16:16 MDT 2023",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/22M1491022",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Tan:2023:DDM,
  author =       "Hong Ye Tan and Subhadip Mukherjee and Junqi Tang and
                 Carola-Bibiane Sch{\"o}nlieb",
  title =        "Data-Driven Mirror Descent with Input-Convex Neural
                 Networks",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "5",
  number =       "2",
  pages =        "558--587",
  month =        "????",
  year =         "2023",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/22M1508613",
  ISSN =         "2577-0187",
  bibdate =      "Tue Oct 17 14:16:16 MDT 2023",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/22M1508613",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Landa:2023:RIM,
  author =       "Boris Landa and Xiuyuan Cheng",
  title =        "Robust Inference of Manifold Density and Geometry by
                 Doubly Stochastic Scaling",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "5",
  number =       "3",
  pages =        "589--614",
  month =        "????",
  year =         "2023",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/22M1516968",
  ISSN =         "2577-0187",
  bibdate =      "Tue Oct 17 14:16:19 MDT 2023",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/22M1516968",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Bayraktar:2023:AQL,
  author =       "Erhan Bayraktar and Ali Devran Kara",
  title =        "Approximate {Q} Learning for Controlled Diffusion
                 Processes and Its Near Optimality",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "5",
  number =       "3",
  pages =        "615--638",
  month =        "????",
  year =         "2023",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/22M1484201",
  ISSN =         "2577-0187",
  bibdate =      "Tue Oct 17 14:16:19 MDT 2023",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/22M1484201",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{delBarrio:2023:ICL,
  author =       "Eustasio del Barrio and Alberto Gonz{\'a}lez Sanz and
                 Jean-Michel Loubes and Jonathan Niles-Weed",
  title =        "An Improved Central Limit Theorem and Fast Convergence
                 Rates for Entropic Transportation Costs",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "5",
  number =       "3",
  pages =        "639--669",
  month =        "????",
  year =         "2023",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/22M149260X",
  ISSN =         "2577-0187",
  bibdate =      "Tue Oct 17 14:16:19 MDT 2023",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/22M149260X",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Habring:2023:NRI,
  author =       "Andreas Habring and Martin Holler",
  title =        "A Note on the Regularity of Images Generated by
                 Convolutional Neural Networks",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "5",
  number =       "3",
  pages =        "670--692",
  month =        "????",
  year =         "2023",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/22M1525995",
  ISSN =         "2577-0187",
  bibdate =      "Tue Oct 17 14:16:19 MDT 2023",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/22M1525995",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Jiang:2023:OCN,
  author =       "Jie Jiang and Xiaojun Chen",
  title =        "Optimality Conditions for Nonsmooth
                 Nonconvex-Nonconcave Min-Max Problems and Generative
                 Adversarial Networks",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "5",
  number =       "3",
  pages =        "693--722",
  month =        "????",
  year =         "2023",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/22M1482238",
  ISSN =         "2577-0187",
  bibdate =      "Tue Oct 17 14:16:19 MDT 2023",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/22M1482238",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Jiang:2023:ARM,
  author =       "Liwei Jiang and Yudong Chen and Lijun Ding",
  title =        "Algorithmic Regularization in Model-Free
                 Overparametrized Asymmetric Matrix Factorization",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "5",
  number =       "3",
  pages =        "723--744",
  month =        "????",
  year =         "2023",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/22M1519833",
  ISSN =         "2577-0187",
  bibdate =      "Tue Oct 17 14:16:19 MDT 2023",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/22M1519833",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Yongacoglu:2023:SPI,
  author =       "Bora Yongacoglu and G{\"u}rdal Arslan and Serdar
                 Y{\"u}ksel",
  title =        "Satisficing Paths and Independent Multiagent
                 Reinforcement Learning in Stochastic Games",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "5",
  number =       "3",
  pages =        "745--773",
  month =        "????",
  year =         "2023",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/22M1515112",
  ISSN =         "2577-0187",
  bibdate =      "Tue Oct 17 14:16:19 MDT 2023",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/22M1515112",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Lee:2023:RIA,
  author =       "Kiryung Lee and Dominik St{\"o}ger",
  title =        "Randomly Initialized Alternating Least Squares: Fast
                 Convergence for Matrix Sensing",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "5",
  number =       "3",
  pages =        "774--799",
  month =        "????",
  year =         "2023",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/22M1506456",
  ISSN =         "2577-0187",
  bibdate =      "Tue Oct 17 14:16:19 MDT 2023",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/22M1506456",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Riihimaki:2023:SCD,
  author =       "Henri Riihim{\"a}ki",
  title =        "Simplicial $q$-Connectivity of Directed Graphs with
                 Applications to Network Analysis",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "5",
  number =       "3",
  pages =        "800--828",
  month =        "????",
  year =         "2023",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/22M1480021",
  ISSN =         "2577-0187",
  bibdate =      "Tue Oct 17 14:16:19 MDT 2023",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/22M1480021",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Sprangers:2023:GIT,
  author =       "Brent Sprangers and Nick Vannieuwenhoven",
  title =        "Group-Invariant Tensor Train Networks for Supervised
                 Learning",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "5",
  number =       "4",
  pages =        "829--853",
  month =        "????",
  year =         "2023",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/22M1506857",
  ISSN =         "2577-0187",
  bibdate =      "Tue Oct 17 14:16:21 MDT 2023",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/22M1506857",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Beaglehole:2023:IKR,
  author =       "Daniel Beaglehole and Mikhail Belkin and Parthe
                 Pandit",
  title =        "On the Inconsistency of Kernel Ridgeless Regression in
                 Fixed Dimensions",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "5",
  number =       "4",
  pages =        "854--872",
  month =        "????",
  year =         "2023",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/22M1499819",
  ISSN =         "2577-0187",
  bibdate =      "Tue Oct 17 14:16:21 MDT 2023",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/22M1499819",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Perlmutter:2023:UGN,
  author =       "Michael Perlmutter and Alexander Tong and Feng Gao and
                 Guy Wolf and Matthew Hirn",
  title =        "Understanding Graph Neural Networks with Generalized
                 Geometric Scattering Transforms",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "5",
  number =       "4",
  pages =        "873--898",
  month =        oct,
  year =         "2023",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/21m1465056",
  ISSN =         "2577-0187",
  bibdate =      "Fri May 31 06:48:35 2024",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
}

@Article{Friesecke:2023:GAH,
  author =       "Gero Friesecke and Maximilian Penka",
  title =        "The {GenCol} Algorithm for High-Dimensional Optimal
                 Transport: General Formulation and Application to
                 Barycenters and {Wasserstein} Splines",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "5",
  number =       "4",
  pages =        "899--919",
  month =        oct,
  year =         "2023",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/22m1524254",
  ISSN =         "2577-0187",
  bibdate =      "Fri May 31 06:48:35 2024",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
}

@Article{Muthukumar:2023:ARS,
  author =       "Ramchandran Muthukumar and Jeremias Sulam",
  title =        "Adversarial Robustness of Sparse Local {Lipschitz}
                 Predictors",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "5",
  number =       "4",
  pages =        "920--948",
  month =        oct,
  year =         "2023",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/22m1478835",
  ISSN =         "2577-0187",
  bibdate =      "Fri May 31 06:48:35 2024",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
}

@Article{Gao:2023:APD,
  author =       "Yihang Gao and Michael K. Ng and Mingjie Zhou",
  title =        "Approximating Probability Distributions by Using
                 {Wasserstein} Generative Adversarial Networks",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "5",
  number =       "4",
  pages =        "949--976",
  month =        nov,
  year =         "2023",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/22m149689x",
  ISSN =         "2577-0187",
  bibdate =      "Fri May 31 06:48:35 2024",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
}

@Article{Ghosh:2023:UTB,
  author =       "Nikhil Ghosh and Mikhail Belkin",
  title =        "A Universal Trade-off Between the Model Size, Test
                 Loss, and Training Loss of Linear Predictors",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "5",
  number =       "4",
  pages =        "977--1004",
  month =        nov,
  year =         "2023",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/22m1540302",
  ISSN =         "2577-0187",
  bibdate =      "Fri May 31 06:48:35 2024",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
}

@Article{Haber:2023:EPA,
  author =       "Eldad Haber and Moshe Eliasof and Luis Tenorio",
  title =        "Estimating a Potential Without the Agony of the
                 Partition Function",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "5",
  number =       "4",
  pages =        "1005--1027",
  month =        nov,
  year =         "2023",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/22m1517135",
  ISSN =         "2577-0187",
  bibdate =      "Fri May 31 06:48:35 2024",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
}

@Article{Keriven:2023:EOT,
  author =       "Nicolas Keriven",
  title =        "Entropic Optimal Transport on Random Graphs",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "5",
  number =       "4",
  pages =        "1028--1050",
  month =        nov,
  year =         "2023",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/22m1518281",
  ISSN =         "2577-0187",
  bibdate =      "Fri May 31 06:48:35 2024",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
}

@Article{Cacciola:2023:DNN,
  author =       "Matteo Cacciola and Antonio Frangioni and Xinlin Li
                 and Andrea Lodi",
  title =        "Deep Neural Networks Pruning via the Structured
                 Perspective Regularization",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "5",
  number =       "4",
  pages =        "1051--1077",
  month =        dec,
  year =         "2023",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/22m1542313",
  ISSN =         "2577-0187",
  bibdate =      "Fri May 31 06:48:35 2024",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
}

@Article{Chen:2023:TNT,
  author =       "Zaiwei Chen and John-Paul Clarke and Siva Theja
                 Maguluri",
  title =        "Target Network and Truncation Overcome the Deadly
                 Triad in {$Q$}-Learning",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "5",
  number =       "4",
  pages =        "1078--1101",
  month =        dec,
  year =         "2023",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/22m1499261",
  ISSN =         "2577-0187",
  bibdate =      "Fri May 31 06:48:35 2024",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
}

@Article{Berk:2023:LRV,
  author =       "Aaron Berk and Simone Brugiapaglia and Tim Hoheisel",
  title =        "{LASSO} Reloaded: a Variational Analysis Perspective
                 with Applications to Compressed Sensing",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "5",
  number =       "4",
  pages =        "1102--1129",
  month =        dec,
  year =         "2023",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/22m1498991",
  ISSN =         "2577-0187",
  bibdate =      "Fri May 31 06:48:35 2024",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
}

@Article{Zhang:2023:MEN,
  author =       "Yifan Zhang and Joe Kileel",
  title =        "Moment Estimation for Nonparametric Mixture Models
                 through Implicit Tensor Decomposition",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "5",
  number =       "4",
  pages =        "1130--1159",
  month =        dec,
  year =         "2023",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/22m153879x",
  ISSN =         "2577-0187",
  bibdate =      "Fri May 31 06:48:35 2024",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
}

@Article{Miller:2023:PRL,
  author =       "Kevin Miller and Jeff Calder",
  title =        "{Poisson} Reweighted {Laplacian} Uncertainty Sampling
                 for Graph-Based Active Learning",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "5",
  number =       "4",
  pages =        "1160--1190",
  month =        dec,
  year =         "2023",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/22m1531981",
  ISSN =         "2577-0187",
  bibdate =      "Fri May 31 06:48:35 2024",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
}

@Article{Kim:2024:OMG,
  author =       "Hwanwoo Kim and Daniel Sanz-Alonso and Ruiyi Yang",
  title =        "Optimization on Manifolds via Graph {Gaussian}
                 Processes",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "6",
  number =       "1",
  pages =        "1--25",
  month =        feb,
  year =         "2024",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/22m1529907",
  ISSN =         "2577-0187",
  bibdate =      "Fri May 31 06:48:35 2024",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
}

@Article{Bach:2024:HDA,
  author =       "Francis Bach",
  title =        "High-Dimensional Analysis of Double Descent for Linear
                 Regression with Random Projections",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "6",
  number =       "1",
  pages =        "26--50",
  month =        feb,
  year =         "2024",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/23m1558781",
  ISSN =         "2577-0187",
  bibdate =      "Fri May 31 06:48:35 2024",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
}

@Article{Koppel:2024:OMT,
  author =       "Alec Koppel and Joe Eappen and Sujay Bhatt and Cole
                 Hawkins and Sumitra Ganesh",
  title =        "Online {MCMC} Thinning with Kernelized {Stein}
                 Discrepancy",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "6",
  number =       "1",
  pages =        "51--75",
  month =        feb,
  year =         "2024",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/22m1510108",
  ISSN =         "2577-0187",
  bibdate =      "Fri May 31 06:48:35 2024",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
}

@Article{Juditsky:2024:DPE,
  author =       "Anatoli Juditsky and Arkadi Nemirovski",
  title =        "On Design of Polyhedral Estimates in Linear Inverse
                 Problems",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "6",
  number =       "1",
  pages =        "76--96",
  month =        feb,
  year =         "2024",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/22m1543331",
  ISSN =         "2577-0187",
  bibdate =      "Fri May 31 06:48:35 2024",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
}

@Article{Negrini:2024:ANC,
  author =       "Elisa Negrini and Levon Nurbekyan",
  title =        "Applications of No-Collision Transportation Maps in
                 Manifold Learning",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "6",
  number =       "1",
  pages =        "97--126",
  month =        feb,
  year =         "2024",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/23m1567771",
  ISSN =         "2577-0187",
  bibdate =      "Fri May 31 06:48:35 2024",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
}

@Article{Derezinski:2024:SAS,
  author =       "Micha{\l} Derezi{\'n}ski and Elizaveta Rebrova",
  title =        "Sharp Analysis of Sketch-and-Project Methods via a
                 Connection to Randomized Singular Value Decomposition",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "6",
  number =       "1",
  pages =        "127--153",
  month =        feb,
  year =         "2024",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/23m1545537",
  ISSN =         "2577-0187",
  bibdate =      "Fri May 31 06:48:35 2024",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
}

@Article{Zhao:2024:FRC,
  author =       "Haoyu Zhao and Konstantin Burlachenko and Zhize Li and
                 Peter Richt{\'a}rik",
  title =        "Faster Rates for Compressed Federated Learning with
                 Client-Variance Reduction",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "6",
  number =       "1",
  pages =        "154--175",
  month =        mar,
  year =         "2024",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/23m1553820",
  ISSN =         "2577-0187",
  bibdate =      "Fri May 31 06:48:35 2024",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
}

@Article{Yu:2024:NOC,
  author =       "Yi Yu and Oscar H. Madrid Padilla and Daren Wang and
                 Alessandro Rinaldo",
  title =        "Network Online Change Point Localization",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "6",
  number =       "1",
  pages =        "176--198",
  month =        mar,
  year =         "2024",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/22m1529816",
  ISSN =         "2577-0187",
  bibdate =      "Fri May 31 06:48:35 2024",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
}

@Article{LeJeune:2024:ASP,
  author =       "Daniel LeJeune and Pratik Patil and Hamid Javadi and
                 Richard G. Baraniuk and Ryan J. Tibshirani",
  title =        "Asymptotics of the Sketched Pseudoinverse",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "6",
  number =       "1",
  pages =        "199--225",
  month =        mar,
  year =         "2024",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/22m1530264",
  ISSN =         "2577-0187",
  bibdate =      "Fri May 31 06:48:35 2024",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
}

@Article{Yan:2024:EEP,
  author =       "Chiwei Yan and James Johndrow and Dawn Woodard and
                 Yanwei Sun",
  title =        "Efficiency of {ETA} Prediction",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "6",
  number =       "2",
  pages =        "227--253",
  month =        apr,
  year =         "2024",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/23m155699x",
  ISSN =         "2577-0187",
  bibdate =      "Sat Aug 24 07:48:13 2024",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
}

@Article{Bendory:2024:SCS,
  author =       "Tamir Bendory and Dan Edidin",
  title =        "The Sample Complexity of Sparse Multireference
                 Alignment and Single-Particle Cryo-Electron
                 Microscopy",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "6",
  number =       "2",
  pages =        "254--282",
  month =        apr,
  year =         "2024",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/23m155685x",
  ISSN =         "2577-0187",
  bibdate =      "Sat Aug 24 07:48:13 2024",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
}

@Article{Hur:2024:RGM,
  author =       "YoonHaeng Hur and Wenxuan Guo and Tengyuan Liang",
  title =        "Reversible {Gromov--Monge} Sampler for
                 Simulation-Based Inference",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "6",
  number =       "2",
  pages =        "283--310",
  month =        apr,
  year =         "2024",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/23m1550384",
  ISSN =         "2577-0187",
  bibdate =      "Sat Aug 24 07:48:13 2024",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
}

@Article{Vacher:2024:OES,
  author =       "Adrien Vacher and Boris Muzellec and Francis Bach and
                 Fran{\c{c}}ois-Xavier Vialard and Alessandro Rudi",
  title =        "Optimal Estimation of Smooth Transport Maps with
                 Kernel {SoS}",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "6",
  number =       "2",
  pages =        "311--342",
  month =        apr,
  year =         "2024",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/22m1528847",
  ISSN =         "2577-0187",
  bibdate =      "Sat Aug 24 07:48:13 2024",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
}

@Article{Liu:2024:LFV,
  author =       "Hao Liu and Wenjing Liao",
  title =        "Learning Functions Varying along a Central Subspace",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "6",
  number =       "2",
  pages =        "343--371",
  month =        apr,
  year =         "2024",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/23m1557751",
  ISSN =         "2577-0187",
  bibdate =      "Sat Aug 24 07:48:13 2024",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
}

@Article{Tian:2024:SBR,
  author =       "Yu Tian and Renaud Lambiotte",
  title =        "Structural Balance and Random Walks on Complex
                 Networks with Complex Weights",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "6",
  number =       "2",
  pages =        "372--399",
  month =        may,
  year =         "2024",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/23m1584265",
  ISSN =         "2577-0187",
  bibdate =      "Sat Aug 24 07:48:13 2024",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
}

@Article{Gerbelot:2024:RDM,
  author =       "C{\'e}dric Gerbelot and Emanuele Troiani and Francesca
                 Mignacco and Florent Krzakala and Lenka Zdeborov{\'a}",
  title =        "Rigorous Dynamical Mean-Field Theory for Stochastic
                 Gradient Descent Methods",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "6",
  number =       "2",
  pages =        "400--427",
  month =        may,
  year =         "2024",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/23m1594388",
  ISSN =         "2577-0187",
  bibdate =      "Sat Aug 24 07:48:13 2024",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
}

@Article{Minsker:2024:RTF,
  author =       "Stanislav Minsker and Mohamed Ndaoud and Lang Wang",
  title =        "Robust and Tuning-Free Sparse Linear Regression via
                 Square-Root Slope",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "6",
  number =       "2",
  pages =        "428--453",
  month =        may,
  year =         "2024",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/23m1608690",
  ISSN =         "2577-0187",
  bibdate =      "Sat Aug 24 07:48:13 2024",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/23M1608690",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Dar:2024:CIT,
  author =       "Yehuda Dar and Daniel LeJeune and Richard G.
                 Baraniuk",
  title =        "The Common Intuition to Transfer Learning Can Win or
                 Lose: Case Studies for Linear Regression",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "6",
  number =       "2",
  pages =        "454--480",
  month =        may,
  year =         "2024",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/23m1563062",
  ISSN =         "2577-0187",
  bibdate =      "Sat Aug 24 07:48:13 2024",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/23M1563062",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Aksoy:2024:STM,
  author =       "Sinan G. Aksoy and Ilya Amburg and Stephen J. Young",
  title =        "Scalable Tensor Methods for Nonuniform Hypergraphs",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "6",
  number =       "2",
  pages =        "481--503",
  month =        jun,
  year =         "2024",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/23m1584472",
  ISSN =         "2577-0187",
  bibdate =      "Sat Aug 24 07:48:13 2024",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
}

@Article{Minsker:2024:GMA,
  author =       "Stanislav Minsker and Nate Strawn",
  title =        "The Geometric Median and Applications to Robust Mean
                 Estimation",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "6",
  number =       "2",
  pages =        "504--533",
  month =        jun,
  year =         "2024",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/23m1592420",
  ISSN =         "2577-0187",
  bibdate =      "Sat Aug 24 07:48:13 2024",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
}

@Article{Kim:2024:MAR,
  author =       "Seonho Kim and Kiryung Lee",
  title =        "Max-Affine Regression via First-Order Methods",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "6",
  number =       "2",
  pages =        "534--552",
  month =        jun,
  year =         "2024",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/23m1594662",
  ISSN =         "2577-0187",
  bibdate =      "Sat Aug 24 07:48:13 2024",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
}

@Article{Mou:2024:DPP,
  author =       "Wenlong Mou and Nhat Ho and Martin Wainwright and
                 Peter Bartlett and Michael Jordan",
  title =        "A Diffusion Process Perspective on Posterior
                 Contraction Rates for Parameters",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "6",
  number =       "2",
  pages =        "553--577",
  month =        jun,
  year =         "2024",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/22m1516038",
  ISSN =         "2577-0187",
  bibdate =      "Sat Aug 24 07:48:13 2024",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
}

@Article{Beckmann:2024:ENN,
  author =       "Matthias Beckmann and Nick Heilenk{\"o}tter",
  title =        "Equivariant Neural Networks for Indirect
                 Measurements",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "6",
  number =       "3",
  pages =        "579--601",
  month =        jul,
  year =         "2024",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/23m1582862",
  ISSN =         "2577-0187",
  bibdate =      "Sat Aug 24 07:48:13 2024",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Patel:2024:GDA,
  author =       "Vivak Patel and Albert S. Berahas",
  title =        "Gradient Descent in the Absence of Global {Lipschitz}
                 Continuity of the Gradients",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "6",
  number =       "3",
  pages =        "602--626",
  month =        jul,
  year =         "2024",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/22m1527210",
  ISSN =         "2577-0187",
  bibdate =      "Sat Aug 24 07:48:13 2024",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{McKenzie:2024:TOS,
  author =       "D. McKenzie and H. Heaton and Q. Li and S. Wu Fung and
                 S. Osher and W. Yin",
  title =        "Three-Operator Splitting for Learning to Predict
                 Equilibria in Convex Games",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "6",
  number =       "3",
  pages =        "627--648",
  month =        jul,
  year =         "2024",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/22m1544531",
  ISSN =         "2577-0187",
  bibdate =      "Sat Aug 24 07:48:13 2024",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Neacsu:2024:ANN,
  author =       "Ana Neac{\c{s}}u and Jean-Christophe Pesquet and Vlad
                 Vasilescu and Corneliu Burileanu",
  title =        "{ABBA} Neural Networks: Coping with Positivity,
                 Expressivity, and Robustness",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "6",
  number =       "3",
  pages =        "649--678",
  month =        jul,
  year =         "2024",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/23m1589591",
  ISSN =         "2577-0187",
  bibdate =      "Sat Aug 24 07:48:13 2024",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Madden:2024:MCT,
  author =       "Liam Madden and Christos Thrampoulidis",
  title =        "Memory Capacity of Two Layer Neural Networks with
                 Smooth Activations",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "6",
  number =       "3",
  pages =        "679--702",
  month =        jul,
  year =         "2024",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/23m1599355",
  ISSN =         "2577-0187",
  bibdate =      "Sat Aug 24 07:48:13 2024",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Basu:2024:STD,
  author =       "Sabyasachi Basu and Suman Kalyan Bera and C.
                 Seshadhri",
  title =        "Spectral Triadic Decompositions of Real-World
                 Networks",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "6",
  number =       "3",
  pages =        "703--730",
  month =        aug,
  year =         "2024",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/23m1586926",
  ISSN =         "2577-0187",
  bibdate =      "Sat Aug 24 07:48:13 2024",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Landolfi:2024:ODG,
  author =       "Nicholas C. Landolfi and Sanjay Lall",
  title =        "Optimal {Dorfman} Group Testing for Symmetric
                 Distributions",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "6",
  number =       "3",
  pages =        "731--760",
  month =        aug,
  year =         "2024",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/23m1595138",
  ISSN =         "2577-0187",
  bibdate =      "Sat Aug 24 07:48:13 2024",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Kaushik:2024:NEB,
  author =       "Chiraag Kaushik and Andrew D. McRae and Mark Davenport
                 and Vidya Muthukumar",
  title =        "New Equivalences between Interpolation and {SVMs}:
                 Kernels and Structured Features",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "6",
  number =       "3",
  pages =        "761--787",
  month =        aug,
  year =         "2024",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/23m1568764",
  ISSN =         "2577-0187",
  bibdate =      "Sat Aug 24 07:48:13 2024",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Bai:2024:IAR,
  author =       "Yatong Bai and Brendon G. Anderson and Aerin Kim and
                 Somayeh Sojoudi",
  title =        "Improving the Accuracy-Robustness Trade-Off of
                 Classifiers via Adaptive Smoothing",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "6",
  number =       "3",
  pages =        "788--814",
  month =        aug,
  year =         "2024",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/23m1564560",
  ISSN =         "2577-0187",
  bibdate =      "Sat Aug 24 07:48:13 2024",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  ajournal =     "SIAM J. Math. Data Sci.",
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Liu:2024:NBA,
  author =       "Changyu Liu and Yuling Jiao and Junhui Wang and Jian
                 Huang",
  title =        "Nonasymptotic Bounds for Adversarial Excess Risk under
                 Misspecified Models",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "6",
  number =       "4",
  pages =        "847--868",
  month =        "????",
  year =         "2024",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/23M1598210",
  ISSN =         "2577-0187",
  bibdate =      "Fri Oct 17 06:07:37 MDT 2025",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/23M1598210",
  acknowledgement = ack-nhfb,
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Cayci:2024:FTA,
  author =       "Semih Cayci and Niao He and R. Srikant",
  title =        "Finite-Time Analysis of Natural Actor-Critic for
                 {POMDPs}",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "6",
  number =       "4",
  pages =        "869--896",
  month =        "????",
  year =         "2024",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/23M1587683",
  ISSN =         "2577-0187",
  bibdate =      "Fri Oct 17 06:07:37 MDT 2025",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/23M1587683",
  acknowledgement = ack-nhfb,
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Habring:2024:SLM,
  author =       "Andreas Habring and Martin Holler and Thomas Pock",
  title =        "Subgradient {Langevin} Methods for Sampling from
                 Nonsmooth Potentials",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "6",
  number =       "4",
  pages =        "897--925",
  month =        "????",
  year =         "2024",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/23M1591451",
  ISSN =         "2577-0187",
  bibdate =      "Fri Oct 17 06:07:37 MDT 2025",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/23M1591451",
  acknowledgement = ack-nhfb,
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Phan:2024:SVR,
  author =       "Duy Nhat Phan and Sedi Bartz and Nilabja Guha and Hung
                 M. Phan",
  title =        "Stochastic Variance-Reduced Majorization--Minimization
                 Algorithms",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "6",
  number =       "4",
  pages =        "926--952",
  month =        "????",
  year =         "2024",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/23M1571836",
  ISSN =         "2577-0187",
  bibdate =      "Fri Oct 17 06:07:37 MDT 2025",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/23M1571836",
  acknowledgement = ack-nhfb,
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Parletta:2024:HPB,
  author =       "Daniela Angela Parletta and Andrea Paudice and
                 Massimiliano Pontil and Saverio Salzo",
  title =        "High Probability Bounds for Stochastic Subgradient
                 Schemes with Heavy Tailed Noise",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "6",
  number =       "4",
  pages =        "953--977",
  month =        "????",
  year =         "2024",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/22M1536558",
  ISSN =         "2577-0187",
  bibdate =      "Fri Oct 17 06:07:37 MDT 2025",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/22M1536558",
  acknowledgement = ack-nhfb,
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Wang:2024:ONN,
  author =       "Yifei Wang and Peng Chen and Mert Pilanci and Wuchen
                 Li",
  title =        "Optimal Neural Network Approximation of {Wasserstein}
                 Gradient Direction via Convex Optimization",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "6",
  number =       "4",
  pages =        "978--999",
  month =        "????",
  year =         "2024",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/23M1573173",
  ISSN =         "2577-0187",
  bibdate =      "Fri Oct 17 06:07:37 MDT 2025",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/23M1573173",
  acknowledgement = ack-nhfb,
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Mimouni:2024:CWB,
  author =       "Daniel W. Mimouni and Paul Malisani and Jiamin Zhu and
                 Welington de Oliveira",
  title =        "Computing {Wasserstein} Barycenters via Operator
                 Splitting: The Method of Averaged Marginals",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "6",
  number =       "4",
  pages =        "1000--1026",
  month =        "????",
  year =         "2024",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/23M1584228",
  ISSN =         "2577-0187",
  bibdate =      "Fri Oct 17 06:07:37 MDT 2025",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/23M1584228",
  acknowledgement = ack-nhfb,
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Tan:2024:AMP,
  author =       "Nelvin Tan and Pablo Pascual Cobo and Jonathan
                 Scarlett and Ramji Venkataramanan",
  title =        "Approximate Message Passing with Rigorous Guarantees
                 for Pooled Data and Quantitative Group Testing",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "6",
  number =       "4",
  pages =        "1027--1054",
  month =        "????",
  year =         "2024",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/23M1604928",
  ISSN =         "2577-0187",
  bibdate =      "Fri Oct 17 06:07:37 MDT 2025",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/23M1604928",
  acknowledgement = ack-nhfb,
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Hutchings:2024:EBS,
  author =       "Matthew Hutchings and Bertrand Gauthier",
  title =        "Energy-Based Sequential Sampling for Low-Rank
                 {PSD}-Matrix Approximation",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "6",
  number =       "4",
  pages =        "1055--1077",
  month =        "????",
  year =         "2024",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/23M162449X",
  ISSN =         "2577-0187",
  bibdate =      "Fri Oct 17 06:07:37 MDT 2025",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/23M162449X",
  acknowledgement = ack-nhfb,
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Gelss:2024:FIE,
  author =       "Patrick Gel{\ss} and Aizhan Issagali and Ralf
                 Kornhuber",
  title =        "{Fredholm} Integral Equations for Function
                 Approximation and the Training of Neural Networks",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "6",
  number =       "4",
  pages =        "1078--1108",
  month =        "????",
  year =         "2024",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/23M156642X",
  ISSN =         "2577-0187",
  bibdate =      "Fri Oct 17 06:07:37 MDT 2025",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/23M156642X",
  acknowledgement = ack-nhfb,
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Hertrich:2024:FKS,
  author =       "Johannes Hertrich",
  title =        "Fast Kernel Summation in High Dimensions via Slicing
                 and {Fourier} Transforms",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "6",
  number =       "4",
  pages =        "1109--1137",
  month =        "????",
  year =         "2024",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/24M1632085",
  ISSN =         "2577-0187",
  bibdate =      "Fri Oct 17 06:07:37 MDT 2025",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/24M1632085",
  acknowledgement = ack-nhfb,
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Zhu:2024:FPD,
  author =       "Ya-Nan Zhu and Jingwei Liang and Xiaoqun Zhang",
  title =        "Federated Primal Dual Fixed Point Algorithm",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "6",
  number =       "4",
  pages =        "1138--1172",
  month =        "????",
  year =         "2024",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/23M1565528",
  ISSN =         "2577-0187",
  bibdate =      "Fri Oct 17 06:07:37 MDT 2025",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/23M1565528",
  acknowledgement = ack-nhfb,
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Frangella:2024:SRS,
  author =       "Zachary Frangella and Pratik Rathore and Shipu Zhao
                 and Madeleine Udell",
  title =        "{SketchySGD}: Reliable Stochastic Optimization via
                 Randomized Curvature Estimates",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "6",
  number =       "4",
  pages =        "1173--1204",
  month =        "????",
  year =         "2024",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/23M1575330",
  ISSN =         "2577-0187",
  bibdate =      "Fri Oct 17 06:07:37 MDT 2025",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/23M1575330",
  acknowledgement = ack-nhfb,
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Gu:2024:LRG,
  author =       "Hyemin Gu and Panagiota Birmpa and Yannis Pantazis and
                 Luc Rey-Bellet and Markos A. Katsoulakis",
  title =        "{Lipschitz}-Regularized Gradient Flows and Generative
                 Particle Algorithms for High-Dimensional Scarce Data",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "6",
  number =       "4",
  pages =        "1205--1235",
  month =        "????",
  year =         "2024",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/23M1587841",
  ISSN =         "2577-0187",
  bibdate =      "Fri Oct 17 06:07:37 MDT 2025",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/23M1587841",
  acknowledgement = ack-nhfb,
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{DeZoort:2025:PIA,
  author =       "Gage DeZoort and Boris Hanin",
  title =        "Principles for Initialization and Architecture
                 Selection in Graph Neural Networks with {ReLU}
                 Activations",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "7",
  number =       "1",
  pages =        "1--27",
  month =        "????",
  year =         "2025",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/23M1600621",
  ISSN =         "2577-0187",
  bibdate =      "Fri Oct 17 06:07:40 MDT 2025",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/23M1600621",
  acknowledgement = ack-nhfb,
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Filipovic:2025:AJD,
  author =       "Damir Filipovi{\'c} and Michael D. Multerer and Paul
                 Schneider",
  title =        "Adaptive Joint Distribution Learning",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "7",
  number =       "1",
  pages =        "28--54",
  month =        "????",
  year =         "2025",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/24M1629900",
  ISSN =         "2577-0187",
  bibdate =      "Fri Oct 17 06:07:40 MDT 2025",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/24M1629900",
  acknowledgement = ack-nhfb,
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Liu:2025:IEL,
  author =       "Chaoyu Liu and Zhonghua Qiao and Chao Li and
                 Carola-Bibiane Sch{\"o}nlieb",
  title =        "Inverse Evolution Layers: Physics-Informed
                 Regularizers for Image Segmentation",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "7",
  number =       "1",
  pages =        "55--85",
  month =        "????",
  year =         "2025",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/24M1633662",
  ISSN =         "2577-0187",
  bibdate =      "Fri Oct 17 06:07:40 MDT 2025",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/24M1633662",
  acknowledgement = ack-nhfb,
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Conforti:2025:KCG,
  author =       "Giovanni Conforti and Alain Durmus and Marta Gentiloni
                 Silveri",
  title =        "{KL} Convergence Guarantees for Score Diffusion Models
                 under Minimal Data Assumptions",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "7",
  number =       "1",
  pages =        "86--109",
  month =        "????",
  year =         "2025",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/23M1613670",
  ISSN =         "2577-0187",
  bibdate =      "Fri Oct 17 06:07:40 MDT 2025",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/23M1613670",
  acknowledgement = ack-nhfb,
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Parhi:2025:FSO,
  author =       "Rahul Parhi and Michael Unser",
  title =        "Function-Space Optimality of Neural Architectures with
                 Multivariate Nonlinearities",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "7",
  number =       "1",
  pages =        "110--135",
  month =        "????",
  year =         "2025",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/23M1620971",
  ISSN =         "2577-0187",
  bibdate =      "Fri Oct 17 06:07:40 MDT 2025",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/23M1620971",
  acknowledgement = ack-nhfb,
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Saibaba:2025:RLR,
  author =       "Arvind K. Saibaba and Agnieszka Miedlar",
  title =        "Randomized Low-Rank Approximations beyond {Gaussian}
                 Random Matrices",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "7",
  number =       "1",
  pages =        "136--162",
  month =        "????",
  year =         "2025",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/23M1593255",
  ISSN =         "2577-0187",
  bibdate =      "Fri Oct 17 06:07:40 MDT 2025",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/23M1593255",
  acknowledgement = ack-nhfb,
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Wang:2025:NFM,
  author =       "Haoyue Wang and Shibal Ibrahim and Rahul Mazumder",
  title =        "Nonparametric Finite Mixture Models with Possible
                 Shape Constraints: a Cubic {Newton} Approach",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "7",
  number =       "1",
  pages =        "163--188",
  month =        "????",
  year =         "2025",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/21M1430972",
  ISSN =         "2577-0187",
  bibdate =      "Fri Oct 17 06:07:40 MDT 2025",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/21M1430972",
  acknowledgement = ack-nhfb,
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Maurais:2025:MCE,
  author =       "Aimee Maurais and Terrence Alsup and Benjamin
                 Peherstorfer and Youssef M. Marzouk",
  title =        "Multifidelity Covariance Estimation via Regression on
                 the Manifold of Symmetric Positive Definite Matrices",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "7",
  number =       "1",
  pages =        "189--223",
  month =        "????",
  year =         "2025",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/23M159247X",
  ISSN =         "2577-0187",
  bibdate =      "Fri Oct 17 06:07:40 MDT 2025",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/23M159247X",
  acknowledgement = ack-nhfb,
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Lindberg:2025:EGM,
  author =       "Julia Lindberg and Carlos Am{\'e}ndola and Jose Israel
                 Rodriguez",
  title =        "Estimating {Gaussian} Mixtures Using Sparse Polynomial
                 Moment Systems",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "7",
  number =       "1",
  pages =        "224--252",
  month =        "????",
  year =         "2025",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/23M1610082",
  ISSN =         "2577-0187",
  bibdate =      "Fri Oct 17 06:07:40 MDT 2025",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/23M1610082",
  acknowledgement = ack-nhfb,
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Liu:2025:KBR,
  author =       "Jiamin Liu and Junzhuo Gao and Heng Lian",
  title =        "Kernel-Based Regularized Learning with Random
                 Projections: Beyond Least Squares",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "7",
  number =       "1",
  pages =        "253--273",
  month =        "????",
  year =         "2025",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/23M1602954",
  ISSN =         "2577-0187",
  bibdate =      "Fri Oct 17 06:07:40 MDT 2025",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/23M1602954",
  acknowledgement = ack-nhfb,
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Lanzetti:2025:FOC,
  author =       "Nicolas Lanzetti and Saverio Bolognani and Florian
                 D{\"o}rfler",
  title =        "First-Order Conditions for Optimization in the
                 {Wasserstein} Space",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "7",
  number =       "1",
  pages =        "274--300",
  month =        "????",
  year =         "2025",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/23M156687X",
  ISSN =         "2577-0187",
  bibdate =      "Fri Oct 17 06:07:40 MDT 2025",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/23M156687X",
  acknowledgement = ack-nhfb,
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Cang:2025:SGW,
  author =       "Zixuan Cang and Yaqi Wu and Yanxiang Zhao",
  title =        "Supervised {Gromov--Wasserstein} Optimal Transport
                 with Metric-Preserving Constraints",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "7",
  number =       "1",
  pages =        "301--328",
  month =        "????",
  year =         "2025",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/24M1630499",
  ISSN =         "2577-0187",
  bibdate =      "Fri Oct 17 06:07:40 MDT 2025",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/24M1630499",
  acknowledgement = ack-nhfb,
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Toth:2025:RFS,
  author =       "Csaba T{\'o}th and Harald Oberhauser and Zolt{\'a}n
                 Szab{\'o}",
  title =        "Random {Fourier} Signature Features",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "7",
  number =       "1",
  pages =        "329--354",
  month =        "????",
  year =         "2025",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/23M1620478",
  ISSN =         "2577-0187",
  bibdate =      "Fri Oct 17 06:07:40 MDT 2025",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/23M1620478",
  acknowledgement = ack-nhfb,
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Gilbert:2025:CPM,
  author =       "Anna C. Gilbert and Kevin O'Neill",
  title =        "{CA-PCA}: Manifold Dimension Estimation, Adapted for
                 Curvature",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "7",
  number =       "1",
  pages =        "355--383",
  month =        "????",
  year =         "2025",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/23M1575135",
  ISSN =         "2577-0187",
  bibdate =      "Fri Oct 17 06:07:40 MDT 2025",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/23M1575135",
  acknowledgement = ack-nhfb,
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Fabiani:2025:RPN,
  author =       "Gianluca Fabiani",
  title =        "Random Projection Neural Networks of Best
                 Approximation: Convergence Theory and Practical
                 Applications",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "7",
  number =       "2",
  pages =        "385--409",
  month =        "????",
  year =         "2025",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/24M1639890",
  ISSN =         "2577-0187",
  bibdate =      "Fri Oct 17 06:07:42 MDT 2025",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/24M1639890",
  acknowledgement = ack-nhfb,
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Lee:2025:EDR,
  author =       "Andrew Lee and Harlin Lee and Jose A. Perea and
                 Nikolas Schonsheck and Madeleine Weinstein",
  title =        "{$ O(k) $}-Equivariant Dimensionality Reduction on
                 {Stiefel} Manifolds",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "7",
  number =       "2",
  pages =        "410--437",
  month =        "????",
  year =         "2025",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/23M1603443",
  ISSN =         "2577-0187",
  bibdate =      "Fri Oct 17 06:07:42 MDT 2025",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/23M1603443",
  acknowledgement = ack-nhfb,
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Wu:2025:ELI,
  author =       "Mingqi Wu and Qiang Sun",
  title =        "Ensemble Linear Interpolators: The Role of
                 Ensembling",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "7",
  number =       "2",
  pages =        "438--467",
  month =        "????",
  year =         "2025",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/24M1642548",
  ISSN =         "2577-0187",
  bibdate =      "Fri Oct 17 06:07:42 MDT 2025",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/24M1642548",
  acknowledgement = ack-nhfb,
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Cohen:2025:EAR,
  author =       "Jeremy E. Cohen and Valentin Leplat",
  title =        "Efficient Algorithms for Regularized Nonnegative
                 Scale-Invariant Low-Rank Approximation Models",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "7",
  number =       "2",
  pages =        "468--494",
  month =        "????",
  year =         "2025",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/24M1657948",
  ISSN =         "2577-0187",
  bibdate =      "Fri Oct 17 06:07:42 MDT 2025",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/24M1657948",
  acknowledgement = ack-nhfb,
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Carvalho:2025:PNT,
  author =       "Lu{\'\i}s Carvalho and Jo{\~a}o L. Costa and Jos{\'e}
                 Mour{\~a}o and Gon{\c{c}}alo Oliveira",
  title =        "The Positivity of the Neural Tangent Kernel",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "7",
  number =       "2",
  pages =        "495--515",
  month =        "????",
  year =         "2025",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/24M1659534",
  ISSN =         "2577-0187",
  bibdate =      "Fri Oct 17 06:07:42 MDT 2025",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/24M1659534",
  acknowledgement = ack-nhfb,
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Jeong:2025:SGD,
  author =       "Halyun Jeong and Deanna Needell and Elizaveta
                 Rebrova",
  title =        "Stochastic Gradient Descent for Streaming Linear and
                 Rectified Linear Systems with Adversarial Corruptions",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "7",
  number =       "2",
  pages =        "516--541",
  month =        "????",
  year =         "2025",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/24M1652167",
  ISSN =         "2577-0187",
  bibdate =      "Fri Oct 17 06:07:42 MDT 2025",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/24M1652167",
  acknowledgement = ack-nhfb,
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Feldman:2025:SPE,
  author =       "Michael J. Feldman",
  title =        "Spectral Properties of Elementwise-Transformed Spiked
                 Matrices",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "7",
  number =       "2",
  pages =        "542--571",
  month =        "????",
  year =         "2025",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/23M1627985",
  ISSN =         "2577-0187",
  bibdate =      "Fri Oct 17 06:07:42 MDT 2025",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/23M1627985",
  acknowledgement = ack-nhfb,
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Alvarado:2025:GML,
  author =       "Enrique Alvarado and Robin Belton and Emily Fischer
                 and Kang-Ju Lee and Sourabh Palande and Sarah Percival
                 and Emilie Purvine",
  title =        "{G-Mapper}: Learning a Cover in the Mapper
                 Construction",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "7",
  number =       "2",
  pages =        "572--596",
  month =        "????",
  year =         "2025",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/24M1641312",
  ISSN =         "2577-0187",
  bibdate =      "Fri Oct 17 06:07:42 MDT 2025",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/24M1641312",
  acknowledgement = ack-nhfb,
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{DeLara:2025:NPF,
  author =       "Lucas {De Lara} and Mathis Deronzier and Alberto
                 Gonz{\'a}lez-Sanz and Virgile Foy",
  title =        "On the Nonconvexity of Push-Forward Constraints and
                 Its Consequences in Machine Learning",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "7",
  number =       "2",
  pages =        "597--620",
  month =        "????",
  year =         "2025",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/24M1645036",
  ISSN =         "2577-0187",
  bibdate =      "Fri Oct 17 06:07:42 MDT 2025",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/24M1645036",
  acknowledgement = ack-nhfb,
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Yeh:2025:LAD,
  author =       "Sing-Yuan Yeh and Hau-Tieng Wu and Ronen Talmon and
                 Mao-Pei Tsui",
  title =        "Landmark Alternating Diffusion",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "7",
  number =       "2",
  pages =        "621--642",
  month =        "????",
  year =         "2025",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/24M1656682",
  ISSN =         "2577-0187",
  bibdate =      "Fri Oct 17 06:07:42 MDT 2025",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/24M1656682",
  acknowledgement = ack-nhfb,
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Gheissari:2025:FPC,
  author =       "Reza Gheissari and Aukosh Jagannath and Yiming Xu",
  title =        "Finding Planted Cliques Using Gradient Descent",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "7",
  number =       "2",
  pages =        "643--669",
  month =        "????",
  year =         "2025",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/24M1680489",
  ISSN =         "2577-0187",
  bibdate =      "Fri Oct 17 06:07:42 MDT 2025",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/24M1680489",
  acknowledgement = ack-nhfb,
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Persson:2025:RNA,
  author =       "David Persson and Nicolas Boull{\'e} and Daniel
                 Kressner",
  title =        "Randomized {Nystr{\"o}m} Approximation of Non-negative
                 Self-Adjoint Operators",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "7",
  number =       "2",
  pages =        "670--698",
  month =        "????",
  year =         "2025",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/24M165082X",
  ISSN =         "2577-0187",
  bibdate =      "Fri Oct 17 06:07:42 MDT 2025",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/24M165082X",
  acknowledgement = ack-nhfb,
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Charisopoulos:2025:NTR,
  author =       "Vasileios Charisopoulos and Rebecca Willett",
  title =        "Nonlinear Tomographic Reconstruction via Nonsmooth
                 Optimization",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "7",
  number =       "2",
  pages =        "699--722",
  month =        "????",
  year =         "2025",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/24M1678982",
  ISSN =         "2577-0187",
  bibdate =      "Fri Oct 17 06:07:42 MDT 2025",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/24M1678982",
  acknowledgement = ack-nhfb,
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Yin:2025:PED,
  author =       "Shuyu Yin and Qixuan Zhou and Fei Wen and Tao Luo",
  title =        "A Priori Estimates for Deep Residual Network in
                 Continuous-Time Reinforcement Learning",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "7",
  number =       "2",
  pages =        "723--751",
  month =        "????",
  year =         "2025",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/24M1640811",
  ISSN =         "2577-0187",
  bibdate =      "Fri Oct 17 06:07:42 MDT 2025",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/24M1640811",
  acknowledgement = ack-nhfb,
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{DaCosta:2025:IKR,
  author =       "Natha{\"e}l {Da Costa} and Cyrus Mostajeran and
                 Juan-Pablo Ortega and Salem Said",
  title =        "Invariant Kernels on {Riemannian} Symmetric Spaces: a
                 Harmonic-Analytic Approach",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "7",
  number =       "2",
  pages =        "752--776",
  month =        "????",
  year =         "2025",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/23M1613566",
  ISSN =         "2577-0187",
  bibdate =      "Fri Oct 17 06:07:42 MDT 2025",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/23M1613566",
  acknowledgement = ack-nhfb,
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Medina:2025:IKP,
  author =       "Marco Avella Medina and Richard A. Davis and Gennady
                 Samorodnitsky",
  title =        "Insights into Kernel {PCA} with Application to
                 Multivariate Extremes",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "7",
  number =       "2",
  pages =        "777--801",
  month =        "????",
  year =         "2025",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/24M1678635",
  ISSN =         "2577-0187",
  bibdate =      "Fri Oct 17 06:07:42 MDT 2025",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/24M1678635",
  acknowledgement = ack-nhfb,
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Maskey:2025:GBM,
  author =       "Sohir Maskey and Gitta Kutyniok and Ron Levie",
  title =        "Generalization Bounds for Message Passing Networks on
                 Mixture of Graphons",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "7",
  number =       "2",
  pages =        "802--825",
  month =        "????",
  year =         "2025",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/24M1651526",
  ISSN =         "2577-0187",
  bibdate =      "Fri Oct 17 06:07:42 MDT 2025",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/24M1651526",
  acknowledgement = ack-nhfb,
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Cayci:2025:CGD,
  author =       "Semih Cayci and Atilla Eryilmaz",
  title =        "Convergence of Gradient Descent for Recurrent Neural
                 Networks: a Nonasymptotic Analysis",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "7",
  number =       "2",
  pages =        "826--854",
  month =        "????",
  year =         "2025",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/24M1642500",
  ISSN =         "2577-0187",
  bibdate =      "Fri Oct 17 06:07:42 MDT 2025",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/24M1642500",
  acknowledgement = ack-nhfb,
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Liang:2025:SAM,
  author =       "Geyu Liang and Gavin Zhang and Salar Fattahi and
                 Richard Y. Zhang",
  title =        "Simple Alternating Minimization Provably Solves
                 Complete Dictionary Learning",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "7",
  number =       "3",
  pages =        "855--883",
  month =        "????",
  year =         "2025",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/23M1568120",
  ISSN =         "2577-0187",
  bibdate =      "Fri Oct 17 06:07:45 MDT 2025",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/23M1568120",
  acknowledgement = ack-nhfb,
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Martin-Urcelay:2025:OMT,
  author =       "Belen Martin-Urcelay and Christopher J. Rozell and
                 Matthieu R. Bloch",
  title =        "Online Machine Teaching under Learner Uncertainty:
                 Gradient Descent Learners of a Quadratic Loss",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "7",
  number =       "3",
  pages =        "884--905",
  month =        "????",
  year =         "2025",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/24M1657997",
  ISSN =         "2577-0187",
  bibdate =      "Fri Oct 17 06:07:45 MDT 2025",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/24M1657997",
  acknowledgement = ack-nhfb,
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Salehi:2025:AIF,
  author =       "Mohammad Sadegh Salehi and Subhadip Mukherjee and
                 Lindon Roberts and Matthias J. Ehrhardt",
  title =        "An Adaptively Inexact First-Order Method for Bilevel
                 Optimization with Application to Hyperparameter
                 Learning",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "7",
  number =       "3",
  pages =        "906--936",
  month =        "????",
  year =         "2025",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/24M1653513",
  ISSN =         "2577-0187",
  bibdate =      "Fri Oct 17 06:07:45 MDT 2025",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/24M1653513",
  acknowledgement = ack-nhfb,
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Pandey:2025:DMM,
  author =       "Biraj Pandey and Bamdad Hosseini and Pau Batlle and
                 Houman Owhadi",
  title =        "Diffeomorphic Measure Matching with Kernels for
                 Generative Modeling",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "7",
  number =       "3",
  pages =        "937--964",
  month =        "????",
  year =         "2025",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/24M1642202",
  ISSN =         "2577-0187",
  bibdate =      "Fri Oct 17 06:07:45 MDT 2025",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/24M1642202",
  acknowledgement = ack-nhfb,
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Nikolakakis:2025:SFA,
  author =       "Konstantinos E. Nikolakakis and Amin Karbasi and
                 Dionysis Kalogerias",
  title =        "Select without Fear: Almost All Minibatch Schedules
                 Generalize Optimally",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "7",
  number =       "3",
  pages =        "965--992",
  month =        "????",
  year =         "2025",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/23M1617096",
  ISSN =         "2577-0187",
  bibdate =      "Fri Oct 17 06:07:45 MDT 2025",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/23M1617096",
  acknowledgement = ack-nhfb,
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Altschuler:2025:RMT,
  author =       "Jason M. Altschuler and Kunal Talwar",
  title =        "Resolving the Mixing Time of the {Langevin} Algorithm
                 to Its Stationary Distribution for Log-Concave
                 Sampling",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "7",
  number =       "3",
  pages =        "993--1020",
  month =        "????",
  year =         "2025",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/24M1638689",
  ISSN =         "2577-0187",
  bibdate =      "Fri Oct 17 06:07:45 MDT 2025",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/24M1638689",
  acknowledgement = ack-nhfb,
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Parkinson:2025:RNN,
  author =       "Suzanna Parkinson and Greg Ongie and Rebecca Willett",
  title =        "{ReLU} Neural Networks with Linear Layers Are Biased
                 towards Single- and Multi-index Models",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "7",
  number =       "3",
  pages =        "1021--1052",
  month =        "????",
  year =         "2025",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/24M1672158",
  ISSN =         "2577-0187",
  bibdate =      "Fri Oct 17 06:07:45 MDT 2025",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/24M1672158",
  acknowledgement = ack-nhfb,
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Liao:2025:SBS,
  author =       "Yulei Liao and Pingbing Ming",
  title =        "Spectral {Barron} Space for Deep Neural Network
                 Approximation",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "7",
  number =       "3",
  pages =        "1053--1076",
  month =        "????",
  year =         "2025",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/23M1598738",
  ISSN =         "2577-0187",
  bibdate =      "Fri Oct 17 06:07:45 MDT 2025",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/23M1598738",
  acknowledgement = ack-nhfb,
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Arias-Castro:2025:SSL,
  author =       "Ery Arias-Castro and Siddharth Vishwanath",
  title =        "Stability of Sequential Lateration and of Stress
                 Minimization in the Presence of Noise",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "7",
  number =       "3",
  pages =        "1077--1097",
  month =        "????",
  year =         "2025",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/24M1661790",
  ISSN =         "2577-0187",
  bibdate =      "Fri Oct 17 06:07:45 MDT 2025",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/24M1661790",
  acknowledgement = ack-nhfb,
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Budzinskiy:2025:WBD,
  author =       "Stanislav Budzinskiy",
  title =        "When Big Data Actually Are Low-Rank, or Entrywise
                 Approximation of Certain Function-Generated Matrices",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "7",
  number =       "3",
  pages =        "1098--1122",
  month =        "????",
  year =         "2025",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/24M1687133",
  ISSN =         "2577-0187",
  bibdate =      "Fri Oct 17 06:07:45 MDT 2025",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/24M1687133",
  acknowledgement = ack-nhfb,
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Jaquard:2025:RMS,
  author =       "Hugo Jaquard and Pierre-Olivier Amblard and Simon
                 Barthelm{\'e} and Nicolas Tremblay",
  title =        "Random Multitype Spanning Forests for Synchronization
                 on Sparse Graphs",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "7",
  number =       "3",
  pages =        "1123--1153",
  month =        "????",
  year =         "2025",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/24M1649563",
  ISSN =         "2577-0187",
  bibdate =      "Fri Oct 17 06:07:45 MDT 2025",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/24M1649563",
  acknowledgement = ack-nhfb,
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{DiLillo:2025:SCD,
  author =       "Simmaco {Di Lillo} and Domenico Marinucci and Michele
                 Salvi and Stefano Vigogna",
  title =        "Spectral Complexity of Deep Neural Networks",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "7",
  number =       "3",
  pages =        "1154--1183",
  month =        "????",
  year =         "2025",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/24M1675746",
  ISSN =         "2577-0187",
  bibdate =      "Fri Oct 17 06:07:45 MDT 2025",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/24M1675746",
  acknowledgement = ack-nhfb,
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Lee:2025:MGM,
  author =       "Wonjun Lee and Yifei Yang and Dongmian Zou and Gilad
                 Lerman",
  title =        "Monotone Generative Modeling via a {Gromov--Monge}
                 Embedding",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "7",
  number =       "3",
  pages =        "1184--1209",
  month =        "????",
  year =         "2025",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/24M1673772",
  ISSN =         "2577-0187",
  bibdate =      "Fri Oct 17 06:07:45 MDT 2025",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/24M1673772",
  acknowledgement = ack-nhfb,
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Chada:2025:BDL,
  author =       "Neil K. Chada and Ajay Jasra and Kody J. H. Law and
                 Sumeetpal S. Singh",
  title =        "{Bayesian} Deep Learning with Multilevel Trace-Class
                 Neural Networks",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "7",
  number =       "3",
  pages =        "1210--1240",
  month =        "????",
  year =         "2025",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/23M1544738",
  ISSN =         "2577-0187",
  bibdate =      "Fri Oct 17 06:07:45 MDT 2025",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/23M1544738",
  acknowledgement = ack-nhfb,
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Yuan:2025:EEC,
  author =       "Gan Yuan and Mingyue Xu and Samory Kpotufe and Daniel
                 Hsu",
  title =        "Efficient Estimation of the Central Mean Subspace via
                 Smoothed Gradient Outer Products",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "7",
  number =       "3",
  pages =        "1241--1264",
  month =        "????",
  year =         "2025",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/23M1626700",
  ISSN =         "2577-0187",
  bibdate =      "Fri Oct 17 06:07:45 MDT 2025",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/23M1626700",
  acknowledgement = ack-nhfb,
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Suk:2025:ASN,
  author =       "Joe Suk",
  title =        "Adaptive Smooth Nonstationary Bandits",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "7",
  number =       "3",
  pages =        "1265--1291",
  month =        "????",
  year =         "2025",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/24M167651X",
  ISSN =         "2577-0187",
  bibdate =      "Fri Oct 17 06:07:45 MDT 2025",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/24M167651X",
  acknowledgement = ack-nhfb,
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Hien:2025:BMM,
  author =       "Le Thi Khanh Hien and Valentin Leplat and Nicolas
                 Gillis",
  title =        "Block Majorization Minimization with Extrapolation and
                 Application to $ \beta $-{NMF}",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "7",
  number =       "3",
  pages =        "1292--1314",
  month =        "????",
  year =         "2025",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/24M1660188",
  ISSN =         "2577-0187",
  bibdate =      "Fri Oct 17 06:07:45 MDT 2025",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/24M1660188",
  acknowledgement = ack-nhfb,
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Pooladian:2025:PES,
  author =       "Aram-Alexandre Pooladian and Jonathan Niles-Weed",
  title =        "Plug-in Estimation of {Schr{\"o}dinger} Bridges",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "7",
  number =       "3",
  pages =        "1315--1336",
  month =        "????",
  year =         "2025",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/24M1687340",
  ISSN =         "2577-0187",
  bibdate =      "Fri Oct 17 06:07:45 MDT 2025",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/24M1687340",
  acknowledgement = ack-nhfb,
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Hagemann:2025:MDI,
  author =       "Paul Hagemann and Sophie Mildenberger and Lars
                 Ruthotto and Gabriele Steidl and Nicole Tianjiao Yang",
  title =        "Multilevel Diffusion: Infinite Dimensional Score-Based
                 Diffusion Models for Image Generation",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "7",
  number =       "3",
  pages =        "1337--1366",
  month =        "????",
  year =         "2025",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/23M1614092",
  ISSN =         "2577-0187",
  bibdate =      "Fri Oct 17 06:07:45 MDT 2025",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/23M1614092",
  acknowledgement = ack-nhfb,
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Alcalde:2025:CPA,
  author =       "Albert Alcalde and Giovanni Fantuzzi and Enrique
                 Zuazua",
  title =        "Clustering in Pure-Attention Hardmax Transformers and
                 Its Role in Sentiment Analysis",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "7",
  number =       "3",
  pages =        "1367--1393",
  month =        "????",
  year =         "2025",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/24M167086X",
  ISSN =         "2577-0187",
  bibdate =      "Fri Oct 17 06:07:45 MDT 2025",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/24M167086X",
  acknowledgement = ack-nhfb,
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Dubey:2025:MPI,
  author =       "Harsh Vardhan Dubey and Ji Ah Lee and Patrick
                 Flaherty",
  title =        "Maximum a Posteriori Inference for Factor Graphs via
                 {Benders}' Decomposition",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "7",
  number =       "3",
  pages =        "1394--1421",
  month =        "????",
  year =         "2025",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/23M1624981",
  ISSN =         "2577-0187",
  bibdate =      "Fri Oct 17 06:07:45 MDT 2025",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/23M1624981",
  acknowledgement = ack-nhfb,
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Arias-Castro:2025:TFO,
  author =       "Ery Arias-Castro and Cl{\'e}ment Berenfeld and Daniel
                 Kane",
  title =        "Theoretical Foundations of Ordinal Multidimensional
                 Scaling, Including Internal Unfolding and External
                 Unfolding",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "7",
  number =       "3",
  pages =        "1422--1440",
  month =        "????",
  year =         "2025",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/24M1691624",
  ISSN =         "2577-0187",
  bibdate =      "Fri Oct 17 06:07:45 MDT 2025",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/24M1691624",
  acknowledgement = ack-nhfb,
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Briend:2025:QRA,
  author =       "Simon Briend and G{\'a}bor Lugosi and Roberto
                 Imbuzeiro Oliveira",
  title =        "On the Quality of Randomized Approximations of
                 {Tukey}'s Depth",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "7",
  number =       "3",
  pages =        "1441--1464",
  month =        "????",
  year =         "2025",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/24M1654919",
  ISSN =         "2577-0187",
  bibdate =      "Fri Oct 17 06:07:45 MDT 2025",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/24M1654919",
  acknowledgement = ack-nhfb,
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Kubal:2025:LCD,
  author =       "Sharvaj Kubal and Christian Campbell and Elina
                 Robeva",
  title =        "Log-Concave Density Estimation with Independent
                 Components",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "7",
  number =       "3",
  pages =        "1465--1490",
  month =        "????",
  year =         "2025",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/24M1646947",
  ISSN =         "2577-0187",
  bibdate =      "Fri Oct 17 06:07:45 MDT 2025",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/24M1646947",
  acknowledgement = ack-nhfb,
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Han:2025:CAM,
  author =       "Yanjun Han and Philippe Rigollet and George
                 Stepaniants",
  title =        "Covariance Alignment: From Maximum Likelihood
                 Estimation to {Gromov--Wasserstein}",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "7",
  number =       "3",
  pages =        "1491--1513",
  month =        "????",
  year =         "2025",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/24M1682841",
  ISSN =         "2577-0187",
  bibdate =      "Fri Oct 17 06:07:45 MDT 2025",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/24M1682841",
  acknowledgement = ack-nhfb,
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Cipolla:2025:EKP,
  author =       "Stefano Cipolla and Fabio Durastante and Beatrice
                 Meini",
  title =        "Enforcing {Katz} and {PageRank} Centrality Measures in
                 Complex Networks",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "7",
  number =       "3",
  pages =        "1514--1539",
  month =        "????",
  year =         "2025",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/24M1690849",
  ISSN =         "2577-0187",
  bibdate =      "Fri Oct 17 06:07:45 MDT 2025",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/pagerank.bib;
                 https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/24M1690849",
  acknowledgement = ack-nhfb,
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Jelincic:2025:GML,
  author =       "Andraz Jelincic and Jiajie Tao and William F. Turner
                 and Thomas Cass and James Foster and Hao Ni",
  title =        "Generative Modeling of {L{\'e}vy} Area for High Order
                 {SDE} Simulation",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "7",
  number =       "4",
  pages =        "1541--1567",
  month =        "????",
  year =         "2025",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/23M161077X",
  ISSN =         "2577-0187",
  bibdate =      "Fri Oct 17 06:07:48 MDT 2025",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/23M161077X",
  acknowledgement = ack-nhfb,
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Haldar:2025:NNA,
  author =       "Rajdeep Haldar and Qifan Song",
  title =        "On Neural Network Approximation of Ideal Adversarial
                 Attack and Convergence of Adversarial Training",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "7",
  number =       "4",
  pages =        "1568--1593",
  month =        "????",
  year =         "2025",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/23M1590512",
  ISSN =         "2577-0187",
  bibdate =      "Fri Oct 17 06:07:48 MDT 2025",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/23M1590512",
  acknowledgement = ack-nhfb,
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Meunier:2025:NML,
  author =       "Dimitri Meunier and Zhu Li and Arthur Gretton and
                 Samory Kpotufe",
  title =        "Nonlinear Meta-learning Can Guarantee Faster Rates",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "7",
  number =       "4",
  pages =        "1594--1615",
  month =        "????",
  year =         "2025",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/24M1662977",
  ISSN =         "2577-0187",
  bibdate =      "Fri Oct 17 06:07:48 MDT 2025",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/24M1662977",
  acknowledgement = ack-nhfb,
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Hofmann:2025:PMP,
  author =       "S. Hofmann and A. Borz{\`\i}",
  title =        "The {Pontryagin} Maximum Principle for Training
                 Convolutional Neural Networks",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "7",
  number =       "4",
  pages =        "1616--1642",
  month =        "????",
  year =         "2025",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/24M1675369",
  ISSN =         "2577-0187",
  bibdate =      "Fri Oct 17 06:07:48 MDT 2025",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/24M1675369",
  acknowledgement = ack-nhfb,
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Kurlin:2025:CCI,
  author =       "Vitaliy A. Kurlin",
  title =        "Complete and Continuous Invariants of 1-Periodic
                 Sequences in Polynomial Time",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "7",
  number =       "4",
  pages =        "1643--1663",
  month =        "????",
  year =         "2025",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/25M1733574",
  ISSN =         "2577-0187",
  bibdate =      "Fri Oct 17 06:07:48 MDT 2025",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/25M1733574",
  acknowledgement = ack-nhfb,
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Bercu:2025:SOT,
  author =       "Bernard Bercu and J{\'e}r{\'e}mie Bigot and Gauthier
                 Thurin",
  title =        "Stochastic Optimal Transport in {Banach} Spaces for
                 Regularized Estimation of Multivariate Quantiles",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "7",
  number =       "4",
  pages =        "1664--1689",
  month =        "????",
  year =         "2025",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/23M1550852",
  ISSN =         "2577-0187",
  bibdate =      "Fri Oct 17 06:07:48 MDT 2025",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/23M1550852",
  acknowledgement = ack-nhfb,
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Guo:2025:RTM,
  author =       "Erdong Guo and David Draper",
  title =        "Representation Theorems for Matrix Product States",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "7",
  number =       "4",
  pages =        "1690--1704",
  month =        "????",
  year =         "2025",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/24M172010X",
  ISSN =         "2577-0187",
  bibdate =      "Fri Oct 17 06:07:48 MDT 2025",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/24M172010X",
  acknowledgement = ack-nhfb,
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

@Article{Bendory:2025:PRS,
  author =       "Tamir Bendory and Nadav Dym and Dan Edidin and Arun
                 Suresh",
  title =        "Phase Retrieval with Semialgebraic and {ReLU} Neural
                 Network Priors",
  journal =      j-SIAM-J-MATH-DATA-SCI,
  volume =       "7",
  number =       "4",
  pages =        "1705--1728",
  month =        "????",
  year =         "2025",
  CODEN =        "SJMDAQ",
  DOI =          "https://doi.org/10.1137/23M161731X",
  ISSN =         "2577-0187",
  bibdate =      "Fri Oct 17 06:07:48 MDT 2025",
  bibsource =    "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/23M161731X",
  acknowledgement = ack-nhfb,
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}

%%% [30-May-2024] TO DO: Check for duplicate DOI because of lettercase changes
%%% [30-May-2024] TO DO: Check for incomplete volume contents in last entry because of rolling-release publication
%%% [17-Oct-2023] TO DO: Run get-doi-pages.sh to recover page ranges!