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%%% ====================================================================
%%%  BibTeX-file{
%%%     author          = "Nelson H. F. Beebe",
%%%     version         = "1.05",
%%%     date            = "14 April 2022",
%%%     time            = "11:52:57 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",
%%%     FAX             = "+1 801 581 4148",
%%%     URL             = "http://www.math.utah.edu/~beebe",
%%%     checksum        = "30658 3295 12579 125311",
%%%     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",
%%%     license         = "public domain",
%%%     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 1.05, the COMPLETE year coverage
%%%                        looked like this:
%%%
%%%                             2019 (  33)    2021 (  52)
%%%                             2020 (  45)    2022 (  19)
%%%
%%%                             Article:        149
%%%
%%%                             Total entries:  149
%%%
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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,
                    FAX: +1 801 581 4148,
                    e-mail: \path|beebe@math.utah.edu|,
                            \path|beebe@acm.org|,
                            \path|beebe@computer.org| (Internet),
                    URL: \path|http://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 =    "http://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  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 =    "http://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  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 =    "http://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  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 =    "http://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  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 =    "http://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  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 =    "http://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  note =         "See erratum \cite{Anderson:2019:ERD}.",
  acknowledgement = ack-nhfb,
  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 =    "http://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  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 =    "http://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  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 =    "http://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  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 =    "http://www.math.utah.edu/pub/bibnet/authors/d/daubechies-ingrid.bib;
                 http://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  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 =    "http://www.math.utah.edu/pub/bibnet/authors/d/daubechies-ingrid.bib;
                 http://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  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 =    "http://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  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 =    "http://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  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 =    "http://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  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 =    "http://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  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 =    "http://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  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 =    "http://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  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 =    "http://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  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 =    "http://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  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 =    "http://www.math.utah.edu/pub/bibnet/authors/d/daubechies-ingrid.bib;
                 http://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  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 =    "http://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  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 =    "http://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  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 =    "http://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  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 =    "http://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  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 =    "http://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  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 =    "http://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  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 =    "http://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  note =         "See \cite{Anderson:2019:RD}.",
  acknowledgement = ack-nhfb,
  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 =    "http://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  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 =    "http://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  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 =    "http://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  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 =    "http://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  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 =    "http://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  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 =    "http://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  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 =    "http://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  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 =    "http://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  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 =    "http://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  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 =    "http://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  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 =    "http://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  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 =    "http://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  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 =    "http://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  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 =    "http://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  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 =    "http://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  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 =    "http://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  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 =    "http://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  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 =    "http://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  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 =    "http://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  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 =    "http://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  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 =    "http://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  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 =    "http://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  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 =    "http://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  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 =    "http://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  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 =    "http://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  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 =    "http://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  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 =    "http://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  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 =    "http://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  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 =    "http://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  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 =    "http://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  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 =    "http://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  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 =    "http://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  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 =    "http://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  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 =    "http://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  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 =    "http://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  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 =    "http://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  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 =    "http://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  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 =    "http://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  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 =    "http://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  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 =    "http://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  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 =    "http://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  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 =    "http://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  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 =    "http://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  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 =    "http://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  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 =    "http://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  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 =    "http://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  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 =    "http://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  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 =    "http://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  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 =    "http://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  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 =    "http://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  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 =    "http://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  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 =    "http://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  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 =    "http://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  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 =    "http://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  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 =    "http://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  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 =    "http://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  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 =    "http://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  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 =    "http://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  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 =    "http://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  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 =    "http://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  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 =    "http://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  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 =    "http://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  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 =    "http://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  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 =    "http://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  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 =    "http://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  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 =    "http://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  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 =    "http://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  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 =    "http://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  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 =    "http://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  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 =    "http://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  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 =    "http://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  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 =    "http://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  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 =    "http://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  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 =    "http://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  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 =    "http://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  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 =    "http://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  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 =    "http://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  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 =    "http://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  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 =    "http://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  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 =    "http://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  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 =    "http://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  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 =    "http://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  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 =    "http://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  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 =    "http://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  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 =    "http://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  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 =    "http://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  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 =    "http://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  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 =    "http://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  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 =    "http://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  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 =    "http://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  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 =    "http://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  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 =    "http://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  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 =    "http://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  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 =    "http://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  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 =    "http://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  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 =    "http://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  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 =    "http://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  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 =    "http://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  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 =    "http://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  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 =    "http://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  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 =    "http://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  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 =    "http://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  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 =    "http://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  acknowledgement = ack-nhfb,
  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 =    "http://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/21M1432661",
  acknowledgement = ack-nhfb,
  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 =    "http://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/20M1383239",
  acknowledgement = ack-nhfb,
  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 =    "http://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/21M1391444",
  acknowledgement = ack-nhfb,
  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 =    "http://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/20M1386657",
  acknowledgement = ack-nhfb,
  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 =    "http://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/21M1395351",
  acknowledgement = ack-nhfb,
  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 =    "http://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/20M1387821",
  acknowledgement = ack-nhfb,
  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 =    "http://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/20M1370653",
  acknowledgement = ack-nhfb,
  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 =    "http://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/21M1390062",
  acknowledgement = ack-nhfb,
  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 =    "http://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/21M1390372",
  acknowledgement = ack-nhfb,
  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 =    "http://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/20M1385263",
  acknowledgement = ack-nhfb,
  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 =    "http://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/21M1415121",
  acknowledgement = ack-nhfb,
  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 =    "http://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/21M1408658",
  acknowledgement = ack-nhfb,
  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 =    "http://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/21M1414978",
  acknowledgement = ack-nhfb,
  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 =    "http://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/21M1399415",
  acknowledgement = ack-nhfb,
  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 =    "http://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/21M1426286",
  acknowledgement = ack-nhfb,
  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 =    "http://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/21M1432119",
  acknowledgement = ack-nhfb,
  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 =    "http://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/21M141590X",
  acknowledgement = ack-nhfb,
  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 =    "http://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/21M1405769",
  acknowledgement = ack-nhfb,
  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 =    "http://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
  URL =          "https://epubs.siam.org/doi/10.1137/21M1418642",
  acknowledgement = ack-nhfb,
  fjournal =     "SIAM Journal on Mathematics of Data Science",
  journal-URL =  "https://epubs.siam.org/simods",
}