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@article{DBLP:journals/jmlr/0001HW20,
  author       = {Wouter Kool and
                  Herke van Hoof and
                  Max Welling},
  title        = {Ancestral Gumbel-Top-k Sampling for Sampling Without Replacement},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {47:1--47:36},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/19-985.html},
  timestamp    = {Thu, 18 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/0001HW20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/0002N20,
  author       = {Hao Yu and
                  Michael J. Neely},
  title        = {A Low Complexity Algorithm with O({\(\surd\)}T) Regret and {O(1)}
                  Constraint Violations for Online Convex Optimization with Long Term
                  Constraints},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {1:1--1:24},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/16-494.html},
  timestamp    = {Thu, 18 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/0002N20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/0002WXD20,
  author       = {Hang Yu and
                  Songwei Wu and
                  Luyin Xin and
                  Justin Dauwels},
  title        = {Fast Bayesian Inference of Sparse Networks with Automatic Sparsity
                  Determination},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {124:1--124:54},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/18-514.html},
  timestamp    = {Wed, 18 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jmlr/0002WXD20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/0003BBFGJMRSSST20,
  author       = {Alexander Alexandrov and
                  Konstantinos Benidis and
                  Michael Bohlke{-}Schneider and
                  Valentin Flunkert and
                  Jan Gasthaus and
                  Tim Januschowski and
                  Danielle C. Maddix and
                  Syama Sundar Rangapuram and
                  David Salinas and
                  Jasper Schulz and
                  Lorenzo Stella and
                  Ali Caner T{\"{u}}rkmen and
                  Yuyang Wang},
  title        = {GluonTS: Probabilistic and Neural Time Series Modeling in Python},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {116:1--116:6},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/19-820.html},
  timestamp    = {Thu, 28 Jul 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/0003BBFGJMRSSST20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/0005HM20,
  author       = {Pan Li and
                  Niao He and
                  Olgica Milenkovic},
  title        = {Quadratic Decomposable Submodular Function Minimization: Theory and
                  Practice},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {106:1--106:49},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/18-790.html},
  timestamp    = {Wed, 18 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jmlr/0005HM20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/0005YCP20,
  author       = {Sandeep Kumar and
                  Jiaxi Ying and
                  Jos{\'{e}} Vin{\'{\i}}cius de Miranda Cardoso and
                  Daniel P. Palomar},
  title        = {A Unified Framework for Structured Graph Learning via Spectral Constraints},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {22:1--22:60},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/19-276.html},
  timestamp    = {Thu, 18 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/0005YCP20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/0007L20,
  author       = {Huan Li and
                  Zhouchen Lin},
  title        = {On the Complexity Analysis of the Primal Solutions for the Accelerated
                  Randomized Dual Coordinate Ascent},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {33:1--33:45},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/18-425.html},
  timestamp    = {Thu, 18 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/0007L20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/0015GS020,
  author       = {Di Wang and
                  Marco Gaboardi and
                  Adam D. Smith and
                  Jinhui Xu},
  title        = {Empirical Risk Minimization in the Non-interactive Local Model of
                  Differential Privacy},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {200:1--200:39},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/19-253.html},
  timestamp    = {Tue, 12 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/0015GS020.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/0075W020,
  author       = {Yu Wang and
                  Siqi Wu and
                  Bin Yu},
  title        = {Unique Sharp Local Minimum in L1-minimization Complete Dictionary
                  Learning},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {63:1--63:52},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/19-169.html},
  timestamp    = {Thu, 18 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/0075W020.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/AbbeKL20,
  author       = {Emmanuel Abbe and
                  Sanjeev R. Kulkarni and
                  Eun Jee Lee},
  title        = {Generalized Nonbacktracking Bounds on the Influence},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {31:1--31:36},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/18-112.html},
  timestamp    = {Thu, 18 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/AbbeKL20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/AgrawalPH20,
  author       = {Devanshu Agrawal and
                  Theodore Papamarkou and
                  Jacob D. Hinkle},
  title        = {Wide Neural Networks with Bottlenecks are Deep Gaussian Processes},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {175:1--175:66},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/20-017.html},
  timestamp    = {Wed, 18 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jmlr/AgrawalPH20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/Al-ShedivatDX20,
  author       = {Maruan Al{-}Shedivat and
                  Avinava Dubey and
                  Eric P. Xing},
  title        = {Contextual Explanation Networks},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {194:1--194:44},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/18-856.html},
  timestamp    = {Wed, 18 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jmlr/Al-ShedivatDX20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/AlaturL020,
  author       = {Pragnya Alatur and
                  Kfir Y. Levy and
                  Andreas Krause},
  title        = {Multi-Player Bandits: The Adversarial Case},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {77:1--77:23},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/19-912.html},
  timestamp    = {Thu, 18 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/AlaturL020.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/AlcobacaSRGOC20,
  author       = {Edesio Alcoba{\c{c}}a and
                  Felipe Siqueira and
                  Adriano Rivolli and
                  Lu{\'{\i}}s Paulo F. Garcia and
                  Jefferson Tales Oliva and
                  Andr{\'{e}} C. P. L. F. de Carvalho},
  title        = {{MFE:} Towards reproducible meta-feature extraction},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {111:1--111:5},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/19-348.html},
  timestamp    = {Wed, 18 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jmlr/AlcobacaSRGOC20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/Almodovar-Rivera20,
  author       = {Israel Almod{\'{o}}var{-}Rivera and
                  Ranjan Maitra},
  title        = {Kernel-estimated Nonparametric Overlap-Based Syncytial Clustering},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {122:1--122:54},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/18-435.html},
  timestamp    = {Wed, 18 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jmlr/Almodovar-Rivera20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/AndreuxAELRTZMA20,
  author       = {Mathieu Andreux and
                  Tom{\'{a}}s Angles and
                  Georgios Exarchakis and
                  Roberto Leonarduzzi and
                  Gaspar Rochette and
                  Louis Thiry and
                  John Zarka and
                  St{\'{e}}phane Mallat and
                  Joakim And{\'{e}}n and
                  Eugene Belilovsky and
                  Joan Bruna and
                  Vincent Lostanlen and
                  Muawiz Chaudhary and
                  Matthew J. Hirn and
                  Edouard Oyallon and
                  Sixin Zhang and
                  Carmine{-}Emanuele Cella and
                  Michael Eickenberg},
  title        = {Kymatio: Scattering Transforms in Python},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {60:1--60:6},
  year         = {2020},
  url          = {https://www.jmlr.org/papers/v21/19-047.html},
  timestamp    = {Thu, 12 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jmlr/AndreuxAELRTZMA20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/AnilCDDFGQRSY20,
  author       = {Robin Anil and
                  G{\"{o}}khan {\c{C}}apan and
                  Isabel Drost{-}Fromm and
                  Ted Dunning and
                  Ellen Friedman and
                  Trevor Grant and
                  Shannon Quinn and
                  Paritosh Ranjan and
                  Sebastian Schelter and
                  {\"{O}}zg{\"{u}}r Yilmazel},
  title        = {Apache Mahout: Machine Learning on Distributed Dataflow Systems},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {127:1--127:6},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/18-800.html},
  timestamp    = {Wed, 18 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jmlr/AnilCDDFGQRSY20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ArenzZN20,
  author       = {Oleg Arenz and
                  Mingjun Zhong and
                  Gerhard Neumann},
  title        = {Trust-Region Variational Inference with Gaussian Mixture Models},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {163:1--163:60},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/19-524.html},
  timestamp    = {Thu, 21 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jmlr/ArenzZN20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/Arias-CastroJP20,
  author       = {Ery Arias{-}Castro and
                  Adel Javanmard and
                  Bruno Pelletier},
  title        = {Perturbation Bounds for Procrustes, Classical Scaling, and Trilateration,
                  with Applications to Manifold Learning},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {15:1--15:37},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/18-720.html},
  timestamp    = {Thu, 18 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/Arias-CastroJP20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ArikP20,
  author       = {Sercan {\"{O}}mer Arik and
                  Tomas Pfister},
  title        = {ProtoAttend: Attention-Based Prototypical Learning},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {210:1--210:35},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/20-042.html},
  timestamp    = {Wed, 18 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jmlr/ArikP20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/AryaBCDHHHLLMMP20,
  author       = {Vijay Arya and
                  Rachel K. E. Bellamy and
                  Pin{-}Yu Chen and
                  Amit Dhurandhar and
                  Michael Hind and
                  Samuel C. Hoffman and
                  Stephanie Houde and
                  Q. Vera Liao and
                  Ronny Luss and
                  Aleksandra Mojsilovic and
                  Sami Mourad and
                  Pablo Pedemonte and
                  Ramya Raghavendra and
                  John T. Richards and
                  Prasanna Sattigeri and
                  Karthikeyan Shanmugam and
                  Moninder Singh and
                  Kush R. Varshney and
                  Dennis Wei and
                  Yunfeng Zhang},
  title        = {{AI} Explainability 360: An Extensible Toolkit for Understanding Data
                  and Machine Learning Models},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {130:1--130:6},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/19-1035.html},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/AryaBCDHHHLLMMP20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/AsadiA20,
  author       = {Amir{-}Reza Asadi and
                  Emmanuel Abbe},
  title        = {Chaining Meets Chain Rule: Multilevel Entropic Regularization and
                  Training of Neural Networks},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {139:1--139:32},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/19-794.html},
  timestamp    = {Mon, 28 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/AsadiA20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/Ashraphijuo020,
  author       = {Morteza Ashraphijuo and
                  Xiaodong Wang},
  title        = {Union of Low-Rank Tensor Spaces: Clustering and Completion},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {69:1--69:36},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/19-347.html},
  timestamp    = {Thu, 18 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/Ashraphijuo020.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/AzaisI20,
  author       = {Romain Aza{\"{\i}}s and
                  Florian Ingels},
  title        = {The weight function in the subtree kernel is decisive},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {67:1--67:36},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/19-290.html},
  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/AzaisI20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/BacciuEM20,
  author       = {Davide Bacciu and
                  Federico Errica and
                  Alessio Micheli},
  title        = {Probabilistic Learning on Graphs via Contextual Architectures},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {134:1--134:39},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/19-470.html},
  timestamp    = {Fri, 09 Apr 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/BacciuEM20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/BacryBGM20,
  author       = {Emmanuel Bacry and
                  Martin Bompaire and
                  St{\'{e}}phane Ga{\"{\i}}ffas and
                  Jean{-}Fran{\c{c}}ois Muzy},
  title        = {Sparse and low-rank multivariate Hawkes processes},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {50:1--50:32},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/15-114.html},
  timestamp    = {Thu, 18 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/BacryBGM20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/BargiacchiRN20,
  author       = {Eugenio Bargiacchi and
                  Diederik M. Roijers and
                  Ann Now{\'{e}}},
  title        = {AI-Toolbox: {A} {C++} library for Reinforcement Learning and Planning
                  (with Python Bindings)},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {102:1--102:12},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/18-402.html},
  timestamp    = {Wed, 18 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jmlr/BargiacchiRN20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/BartelsH20,
  author       = {Simon Bartels and
                  Philipp Hennig},
  title        = {Conjugate Gradients for Kernel Machines},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {55:1--55:42},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/18-473.html},
  timestamp    = {Thu, 18 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/BartelsH20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/BassilyNST20,
  author       = {Raef Bassily and
                  Kobbi Nissim and
                  Uri Stemmer and
                  Abhradeep Thakurta},
  title        = {Practical Locally Private Heavy Hitters},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {16:1--16:42},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/18-786.html},
  timestamp    = {Thu, 18 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/BassilyNST20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/BelhadjiBC20,
  author       = {Ayoub Belhadji and
                  R{\'{e}}mi Bardenet and
                  Pierre Chainais},
  title        = {A determinantal point process for column subset selection},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {197:1--197:62},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/19-080.html},
  timestamp    = {Wed, 18 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jmlr/BelhadjiBC20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/BerrenderoBC20,
  author       = {Jos{\'{e}} R. Berrendero and
                  Beatriz Bueno{-}Larraz and
                  Antonio Cuevas},
  title        = {On Mahalanobis Distance in Functional Settings},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {9:1--9:33},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/18-156.html},
  timestamp    = {Thu, 18 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/BerrenderoBC20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/BezakovaBCSV20,
  author       = {Ivona Bez{\'{a}}kov{\'{a}} and
                  Antonio Blanca and
                  Zongchen Chen and
                  Daniel Stefankovic and
                  Eric Vigoda},
  title        = {Lower Bounds for Testing Graphical Models: Colorings and Antiferromagnetic
                  Ising Models},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {25:1--25:62},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/19-580.html},
  timestamp    = {Thu, 18 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/BezakovaBCSV20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/BhattacharjeeBM20,
  author       = {Monika Bhattacharjee and
                  Moulinath Banerjee and
                  George Michailidis},
  title        = {Change Point Estimation in a Dynamic Stochastic Block Model},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {107:1--107:59},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/18-814.html},
  timestamp    = {Wed, 18 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jmlr/BhattacharjeeBM20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/BilgrauPEBW20,
  author       = {Anders Ellern Bilgrau and
                  Carel F. W. Peeters and
                  Poul Svante Eriksen and
                  Martin B{\o}gsted and
                  Wessel N. van Wieringen},
  title        = {Targeted Fused Ridge Estimation of Inverse Covariance Matrices from
                  Multiple High-Dimensional Data Classes},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {26:1--26:52},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/15-509.html},
  timestamp    = {Fri, 03 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/BilgrauPEBW20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/BinettePD20,
  author       = {Olivier Binette and
                  Debdeep Pati and
                  David B. Dunson},
  title        = {Bayesian Closed Surface Fitting Through Tensor Products},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {119:1--119:26},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/13-233.html},
  timestamp    = {Wed, 18 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jmlr/BinettePD20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/BingBW20,
  author       = {Xin Bing and
                  Florentina Bunea and
                  Marten H. Wegkamp},
  title        = {Optimal Estimation of Sparse Topic Models},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {177:1--177:45},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/20-079.html},
  timestamp    = {Wed, 18 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jmlr/BingBW20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/BinoisPTH20,
  author       = {Micka{\"{e}}l Binois and
                  Victor Picheny and
                  Patrick Taillandier and
                  Abderrahmane Habbal},
  title        = {The Kalai-Smorodinsky solution for many-objective Bayesian optimization},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {150:1--150:42},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/18-212.html},
  timestamp    = {Wed, 18 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jmlr/BinoisPTH20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/BlancoPR20,
  author       = {V{\'{\i}}ctor Blanco and
                  Justo Puerto and
                  Antonio M. Rodr{\'{\i}}guez{-}Ch{\'{\i}}a},
  title        = {On lp-Support Vector Machines and Multidimensional Kernels},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {14:1--14:29},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/18-601.html},
  timestamp    = {Thu, 18 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/BlancoPR20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/Bloem-ReddyT20,
  author       = {Benjamin Bloem{-}Reddy and
                  Yee Whye Teh},
  title        = {Probabilistic Symmetries and Invariant Neural Networks},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {90:1--90:61},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/19-322.html},
  timestamp    = {Wed, 18 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jmlr/Bloem-ReddyT20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/BlondelMN20,
  author       = {Mathieu Blondel and
                  Andr{\'{e}} F. T. Martins and
                  Vlad Niculae},
  title        = {Learning with Fenchel-Young losses},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {35:1--35:69},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/19-021.html},
  timestamp    = {Thu, 18 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/BlondelMN20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/BlumDM020,
  author       = {Avrim Blum and
                  Travis Dick and
                  Naren Manoj and
                  Hongyang Zhang},
  title        = {Random Smoothing Might be Unable to Certify L{\(\infty\)} Robustness
                  for High-Dimensional Images},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {211:1--211:21},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/20-209.html},
  timestamp    = {Wed, 18 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jmlr/BlumDM020.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/BonaldLLC20,
  author       = {Thomas Bonald and
                  Nathan de Lara and
                  Quentin Lutz and
                  Bertrand Charpentier},
  title        = {Scikit-network: Graph Analysis in Python},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {185:1--185:6},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/20-412.html},
  timestamp    = {Wed, 18 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jmlr/BonaldLLC20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/BorisyakRUDRM20,
  author       = {Maxim Borisyak and
                  Artem Ryzhikov and
                  Andrey Ustyuzhanin and
                  Denis Derkach and
                  Fedor Ratnikov and
                  Olga Mineeva},
  title        = {{(1} + epsilon)-class Classification: an Anomaly Detection Method
                  for Highly Imbalanced or Incomplete Data Sets},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {72:1--72:22},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/19-514.html},
  timestamp    = {Thu, 18 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/BorisyakRUDRM20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/BunelLTTKK20,
  author       = {Rudy Bunel and
                  Jingyue Lu and
                  Ilker Turkaslan and
                  Philip H. S. Torr and
                  Pushmeet Kohli and
                  M. Pawan Kumar},
  title        = {Branch and Bound for Piecewise Linear Neural Network Verification},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {42:1--42:39},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/19-468.html},
  timestamp    = {Thu, 18 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/BunelLTTKK20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/BurtRW20,
  author       = {David R. Burt and
                  Carl Edward Rasmussen and
                  Mark van der Wilk},
  title        = {Convergence of Sparse Variational Inference in Gaussian Processes
                  Regression},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {131:1--131:63},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/19-1015.html},
  timestamp    = {Wed, 18 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jmlr/BurtRW20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/CaiLR20,
  author       = {T. Tony Cai and
                  Tengyuan Liang and
                  Alexander Rakhlin},
  title        = {Weighted Message Passing and Minimum Energy Flow for Heterogeneous
                  Stochastic Block Models with Side Information},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {11:1--11:34},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/18-573.html},
  timestamp    = {Thu, 18 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/CaiLR20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/CaiLZ20,
  author       = {Zhanrui Cai and
                  Runze Li and
                  Liping Zhu},
  title        = {Online Sufficient Dimension Reduction Through Sliced Inverse Regression},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {10:1--10:25},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/18-567.html},
  timestamp    = {Thu, 18 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/CaiLZ20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ChamakhGS20,
  author       = {Linda Chamakh and
                  Emmanuel Gobet and
                  Zolt{\'{a}}n Szab{\'{o}}},
  title        = {Orlicz Random Fourier Features},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {145:1--145:37},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/19-1031.html},
  timestamp    = {Wed, 18 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jmlr/ChamakhGS20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ChenDT20,
  author       = {Xi Chen and
                  Simon S. Du and
                  Xin T. Tong},
  title        = {On Stationary-Point Hitting Time and Ergodicity of Stochastic Gradient
                  Langevin Dynamics},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {68:1--68:41},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/19-327.html},
  timestamp    = {Thu, 18 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/ChenDT20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ChenDW020,
  author       = {Yuansi Chen and
                  Raaz Dwivedi and
                  Martin J. Wainwright and
                  Bin Yu},
  title        = {Fast mixing of Metropolized Hamiltonian Monte Carlo: Benefits of multi-step
                  gradients},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {92:1--92:72},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/19-441.html},
  timestamp    = {Wed, 18 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jmlr/ChenDW020.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ChenLMY20,
  author       = {Xi Chen and
                  Weidong Liu and
                  Xiaojun Mao and
                  Zhuoyi Yang},
  title        = {Distributed High-dimensional Regression Under a Quantile Loss Function},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {182:1--182:43},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/20-297.html},
  timestamp    = {Tue, 22 Feb 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jmlr/ChenLMY20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ChenWZ20,
  author       = {Xi Chen and
                  Yining Wang and
                  Yuan Zhou},
  title        = {Dynamic Assortment Optimization with Changing Contextual Information},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {216:1--216:44},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/19-1054.html},
  timestamp    = {Wed, 10 Feb 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jmlr/ChenWZ20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ChiGSZY20,
  author       = {Eric C. Chi and
                  Brian J. Gaines and
                  Will Wei Sun and
                  Hua Zhou and
                  Jian Yang},
  title        = {Provable Convex Co-clustering of Tensors},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {214:1--214:58},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/18-155.html},
  timestamp    = {Mon, 01 May 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/ChiGSZY20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ChristiansenP20,
  author       = {Rune Christiansen and
                  Jonas Peters},
  title        = {Switching Regression Models and Causal Inference in the Presence of
                  Discrete Latent Variables},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {41:1--41:46},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/19-407.html},
  timestamp    = {Thu, 18 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/ChristiansenP20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/CilibertoRR20,
  author       = {Carlo Ciliberto and
                  Lorenzo Rosasco and
                  Alessandro Rudi},
  title        = {A General Framework for Consistent Structured Prediction with Implicit
                  Loss Embeddings},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {98:1--98:67},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/20-097.html},
  timestamp    = {Wed, 18 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jmlr/CilibertoRR20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/CiosekW20,
  author       = {Kamil Ciosek and
                  Shimon Whiteson},
  title        = {Expected Policy Gradients for Reinforcement Learning},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {52:1--52:51},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/18-012.html},
  timestamp    = {Thu, 18 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/CiosekW20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ColbertP20,
  author       = {Brendon K. Colbert and
                  Matthew M. Peet},
  title        = {A Convex Parametrization of a New Class of Universal Kernel Functions},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {45:1--45:29},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/19-594.html},
  timestamp    = {Thu, 18 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/ColbertP20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/CruzHSC20,
  author       = {Rafael M. O. Cruz and
                  Luiz G. Hafemann and
                  Robert Sabourin and
                  George D. C. Cavalcanti},
  title        = {DESlib: {A} Dynamic ensemble selection library in Python},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {8:1--8:5},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/18-144.html},
  timestamp    = {Thu, 18 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/CruzHSC20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/CucuringuT20,
  author       = {Mihai Cucuringu and
                  Hemant Tyagi},
  title        = {Provably robust estimation of modulo 1 samples of a smooth function
                  with applications to phase unwrapping},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {32:1--32:77},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/18-143.html},
  timestamp    = {Thu, 18 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/CucuringuT20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/DevijverP20,
  author       = {Emilie Devijver and
                  {\'{E}}meline Perthame},
  title        = {Prediction regions through Inverse Regression},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {113:1--113:24},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/19-535.html},
  timestamp    = {Wed, 18 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jmlr/DevijverP20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/DiakonikolasG20,
  author       = {Jelena Diakonikolas and
                  Crist{\'{o}}bal Guzm{\'{a}}n},
  title        = {Lower Bounds for Parallel and Randomized Convex Optimization},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {5:1--5:31},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/19-771.html},
  timestamp    = {Thu, 18 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/DiakonikolasG20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/DobribanS20,
  author       = {Edgar Dobriban and
                  Yue Sheng},
  title        = {{WONDER:} Weighted One-shot Distributed Ridge Regression in High Dimensions},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {66:1--66:52},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/19-277.html},
  timestamp    = {Thu, 18 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/DobribanS20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/Duan20,
  author       = {Leo L. Duan},
  title        = {Latent Simplex Position Model: High Dimensional Multi-view Clustering
                  with Uncertainty Quantification},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {38:1--38:25},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/19-239.html},
  timestamp    = {Thu, 18 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/Duan20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/EisenachBND20,
  author       = {Carson Eisenach and
                  Florentina Bunea and
                  Yang Ning and
                  Claudiu Dinicu},
  title        = {High-Dimensional Inference for Cluster-Based Graphical Models},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {53:1--53:55},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/18-357.html},
  timestamp    = {Thu, 18 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/EisenachBND20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/EldardiryNR20,
  author       = {Hoda Eldardiry and
                  Jennifer Neville and
                  Ryan A. Rossi},
  title        = {Ensemble Learning for Relational Data},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {49:1--49:37},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/14-368.html},
  timestamp    = {Thu, 18 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/EldardiryNR20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ElgabliPBBA20,
  author       = {Anis Elgabli and
                  Jihong Park and
                  Amrit S. Bedi and
                  Mehdi Bennis and
                  Vaneet Aggarwal},
  title        = {{GADMM:} Fast and Communication Efficient Framework for Distributed
                  Machine Learning},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {76:1--76:39},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/19-718.html},
  timestamp    = {Thu, 18 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/ElgabliPBBA20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ElmanMCC20,
  author       = {Miriam R. Elman and
                  Jessica Minnier and
                  Xiaohui Chang and
                  Dongseok Choi},
  title        = {Noise Accumulation in High Dimensional Classification and Total Signal
                  Index},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {36:1--36:23},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/19-117.html},
  timestamp    = {Thu, 18 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/ElmanMCC20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/Engelhardt20,
  author       = {Dalit Engelhardt},
  title        = {Dynamic Control of Stochastic Evolution: {A} Deep Reinforcement Learning
                  Approach to Adaptively Targeting Emergent Drug Resistance},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {203:1--203:30},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/19-546.html},
  timestamp    = {Wed, 18 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jmlr/Engelhardt20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/FaouziJ20,
  author       = {Johann Faouzi and
                  Hicham Janati},
  title        = {pyts: {A} Python Package for Time Series Classification},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {46:1--46:6},
  year         = {2020},
  url          = {https://www.jmlr.org/papers/v21/19-763.html},
  timestamp    = {Thu, 12 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jmlr/FaouziJ20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/FattahiS20,
  author       = {Salar Fattahi and
                  Somayeh Sojoudi},
  title        = {Exact Guarantees on the Absence of Spurious Local Minima for Non-negative
                  Rank-1 Robust Principal Component Analysis},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {59:1--59:51},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/18-884.html},
  timestamp    = {Thu, 18 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/FattahiS20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/FehrmanGJ20,
  author       = {Benjamin J. Fehrman and
                  Benjamin Gess and
                  Arnulf Jentzen},
  title        = {Convergence Rates for the Stochastic Gradient Descent Method for Non-Convex
                  Objective Functions},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {136:1--136:48},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/19-636.html},
  timestamp    = {Wed, 18 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jmlr/FehrmanGJ20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/FengFS20,
  author       = {Yunlong Feng and
                  Jun Fan and
                  Johan A. K. Suykens},
  title        = {A Statistical Learning Approach to Modal Regression},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {2:1--2:35},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/17-068.html},
  timestamp    = {Thu, 21 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jmlr/FengFS20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/FischerS20,
  author       = {Simon Fischer and
                  Ingo Steinwart},
  title        = {Sobolev Norm Learning Rates for Regularized Least-Squares Algorithms},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {205:1--205:38},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/19-734.html},
  timestamp    = {Mon, 03 May 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/FischerS20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/FrongilloN20,
  author       = {Rafael M. Frongillo and
                  Andrew B. Nobel},
  title        = {Memoryless Sequences for General Losses},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {80:1--80:28},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/18-042.html},
  timestamp    = {Wed, 18 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jmlr/FrongilloN20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/GaoYZ20,
  author       = {Chao Gao and
                  Yuan Yao and
                  Weizhi Zhu},
  title        = {Generative Adversarial Nets for Robust Scatter Estimation: {A} Proper
                  Scoring Rule Perspective},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {160:1--160:48},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/19-462.html},
  timestamp    = {Wed, 18 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jmlr/GaoYZ20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/GassiatCL20,
  author       = {Elisabeth Gassiat and
                  Sylvain Le Corff and
                  Luc Leh{\'{e}}ricy},
  title        = {Identifiability and Consistent Estimation of Nonparametric Translation
                  Hidden Markov Models with General State Space},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {115:1--115:40},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/19-802.html},
  timestamp    = {Wed, 18 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jmlr/GassiatCL20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/GorgenL20,
  author       = {Christiane G{\"{o}}rgen and
                  Manuele Leonelli},
  title        = {Model-Preserving Sensitivity Analysis for Families of Gaussian Distributions},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {84:1--84:32},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/18-668.html},
  timestamp    = {Wed, 18 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jmlr/GorgenL20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/GrunwaldM20,
  author       = {Peter D. Gr{\"{u}}nwald and
                  Nishant A. Mehta},
  title        = {Fast Rates for General Unbounded Loss Functions: From {ERM} to Generalized
                  Bayes},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {56:1--56:80},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/18-488.html},
  timestamp    = {Thu, 18 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/GrunwaldM20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/GuS20,
  author       = {Mengyang Gu and
                  Weining Shen},
  title        = {Generalized probabilistic principal component analysis of correlated
                  data},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {13:1--13:41},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/18-595.html},
  timestamp    = {Thu, 18 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/GuS20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/GuXHDH20,
  author       = {Bin Gu and
                  Wenhan Xian and
                  Zhouyuan Huo and
                  Cheng Deng and
                  Heng Huang},
  title        = {A Unified q-Memorization Framework for Asynchronous Stochastic Optimization},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {190:1--190:53},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/18-434.html},
  timestamp    = {Wed, 01 Dec 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jmlr/GuXHDH20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/GuZ20,
  author       = {Jiaying Gu and
                  Qing Zhou},
  title        = {Learning Big Gaussian Bayesian Networks: Partition, Estimation and
                  Fusion},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {158:1--158:31},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/19-318.html},
  timestamp    = {Wed, 18 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jmlr/GuZ20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/GuhaBM20,
  author       = {Nilabja Guha and
                  Veera Baladandayuthapani and
                  Bani K. Mallick},
  title        = {Quantile Graphical Models: a Bayesian Approach},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {79:1--79:47},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/17-231.html},
  timestamp    = {Wed, 18 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jmlr/GuhaBM20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/GuillamonBBN20,
  author       = {Francisco Belch{\'{\i}} Guillam{\'{o}}n and
                  Jacek Brodzki and
                  Matthew Burfitt and
                  Mahesan Niranjan},
  title        = {A Numerical Measure of the Instability of Mapper-Type Algorithms},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {202:1--202:45},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/19-540.html},
  timestamp    = {Wed, 18 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jmlr/GuillamonBBN20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/GuoH020,
  author       = {Xin Guo and
                  Ting Hu and
                  Qiang Wu},
  title        = {Distributed Minimum Error Entropy Algorithms},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {126:1--126:31},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/18-696.html},
  timestamp    = {Sun, 19 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jmlr/GuoH020.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/GuoHHLLLSWXZZ0Z20,
  author       = {Jian Guo and
                  He He and
                  Tong He and
                  Leonard Lausen and
                  Mu Li and
                  Haibin Lin and
                  Xingjian Shi and
                  Chenguang Wang and
                  Junyuan Xie and
                  Sheng Zha and
                  Aston Zhang and
                  Hang Zhang and
                  Zhi Zhang and
                  Zhongyue Zhang and
                  Shuai Zheng and
                  Yi Zhu},
  title        = {GluonCV and GluonNLP: Deep Learning in Computer Vision and Natural
                  Language Processing},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {23:1--23:7},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/19-429.html},
  timestamp    = {Tue, 21 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jmlr/GuoHHLLLSWXZZ0Z20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/HaiderHDG20,
  author       = {Humza Haider and
                  Bret Hoehn and
                  Sarah Davis and
                  Russell Greiner},
  title        = {Effective Ways to Build and Evaluate Individual Survival Distributions},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {85:1--85:63},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/18-772.html},
  timestamp    = {Wed, 18 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jmlr/HaiderHDG20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/HashimotoIIMK20,
  author       = {Yuka Hashimoto and
                  Isao Ishikawa and
                  Masahiro Ikeda and
                  Yoichi Matsuo and
                  Yoshinobu Kawahara},
  title        = {Krylov Subspace Method for Nonlinear Dynamical Systems with Random
                  Noise},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {172:1--172:29},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/19-993.html},
  timestamp    = {Wed, 18 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jmlr/HashimotoIIMK20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/HeLWYZ20,
  author       = {Baihua He and
                  Yanyan Liu and
                  Yuanshan Wu and
                  Guosheng Yin and
                  Xingqiu Zhao},
  title        = {Functional Martingale Residual Process for High-Dimensional Cox Regression
                  with Model Averaging},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {207:1--207:37},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/19-829.html},
  timestamp    = {Wed, 18 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jmlr/HeLWYZ20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/HectorS20,
  author       = {Emily C. Hector and
                  Peter X.{-}K. Song},
  title        = {Doubly Distributed Supervised Learning and Inference with High-Dimensional
                  Correlated Outcomes},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {173:1--173:35},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/19-996.html},
  timestamp    = {Wed, 18 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jmlr/HectorS20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/HockingRFB20,
  author       = {Toby Dylan Hocking and
                  Guillem Rigaill and
                  Paul Fearnhead and
                  Guillaume Bourque},
  title        = {Constrained Dynamic Programming and Supervised Penalty Learning Algorithms
                  for Peak Detection in Genomic Data},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {87:1--87:40},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/18-843.html},
  timestamp    = {Wed, 18 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jmlr/HockingRFB20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/HoffmannHRS20,
  author       = {Franca Hoffmann and
                  Bamdad Hosseini and
                  Zhi Ren and
                  Andrew M. Stuart},
  title        = {Consistency of Semi-Supervised Learning Algorithms on Graphs: Probit
                  and One-Hot Methods},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {186:1--186:55},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/15-900.html},
  timestamp    = {Wed, 18 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jmlr/HoffmannHRS20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/Hofmeyr20,
  author       = {David P. Hofmeyr},
  title        = {Connecting Spectral Clustering to Maximum Margins and Level Sets},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {18:1--18:35},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/18-850.html},
  timestamp    = {Thu, 18 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/Hofmeyr20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/HoilesKP20,
  author       = {William Hoiles and
                  Vikram Krishnamurthy and
                  Kunal Pattanayak},
  title        = {Rationally Inattentive Inverse Reinforcement Learning Explains YouTube
                  Commenting Behavior},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {170:1--170:39},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/19-872.html},
  timestamp    = {Wed, 18 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jmlr/HoilesKP20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/Huang0ZRSGS20,
  author       = {Biwei Huang and
                  Kun Zhang and
                  Jiji Zhang and
                  Joseph D. Ramsey and
                  Ruben Sanchez{-}Romero and
                  Clark Glymour and
                  Bernhard Sch{\"{o}}lkopf},
  title        = {Causal Discovery from Heterogeneous/Nonstationary Data},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {89:1--89:53},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/19-232.html},
  timestamp    = {Fri, 11 Dec 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jmlr/Huang0ZRSGS20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/JaiswalRH20,
  author       = {Prateek Jaiswal and
                  Vinayak A. Rao and
                  Harsha Honnappa},
  title        = {Asymptotic Consistency of {\(\alpha\)}-R{\'{e}}nyi-Approximate
                  Posteriors},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {156:1--156:42},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/19-161.html},
  timestamp    = {Wed, 18 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jmlr/JaiswalRH20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/JohndrowOB20,
  author       = {James E. Johndrow and
                  Paulo Orenstein and
                  Anirban Bhattacharya},
  title        = {Scalable Approximate {MCMC} Algorithms for the Horseshoe Prior},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {73:1--73:61},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/19-536.html},
  timestamp    = {Thu, 18 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/JohndrowOB20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/KalainathanGD20,
  author       = {Diviyan Kalainathan and
                  Olivier Goudet and
                  Ritik Dutta},
  title        = {Causal Discovery Toolbox: Uncovering causal relationships in Python},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {37:1--37:5},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/19-187.html},
  timestamp    = {Wed, 07 Dec 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jmlr/KalainathanGD20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/Kallus20,
  author       = {Nathan Kallus},
  title        = {Generalized Optimal Matching Methods for Causal Inference},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {62:1--62:54},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/19-120.html},
  timestamp    = {Thu, 18 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/Kallus20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/KallusU20,
  author       = {Nathan Kallus and
                  Masatoshi Uehara},
  title        = {Double Reinforcement Learning for Efficient Off-Policy Evaluation
                  in Markov Decision Processes},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {167:1--167:63},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/19-827.html},
  timestamp    = {Wed, 18 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jmlr/KallusU20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/KamperSP20,
  author       = {Francois Kamper and
                  Sarel Steel and
                  Johan A. du Preez},
  title        = {Regularized Gaussian Belief Propagation with Nodes of Arbitrary Size},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {101:1--101:42},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/18-101.html},
  timestamp    = {Wed, 18 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jmlr/KamperSP20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/KandasamyVNPC0P20,
  author       = {Kirthevasan Kandasamy and
                  Karun Raju Vysyaraju and
                  Willie Neiswanger and
                  Biswajit Paria and
                  Christopher R. Collins and
                  Jeff Schneider and
                  Barnab{\'{a}}s P{\'{o}}czos and
                  Eric P. Xing},
  title        = {Tuning Hyperparameters without Grad Students: Scalable and Robust
                  Bayesian Optimisation with Dragonfly},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {81:1--81:27},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/18-223.html},
  timestamp    = {Wed, 18 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jmlr/KandasamyVNPC0P20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/KazemiGJKSFP20,
  author       = {Seyed Mehran Kazemi and
                  Rishab Goel and
                  Kshitij Jain and
                  Ivan Kobyzev and
                  Akshay Sethi and
                  Peter Forsyth and
                  Pascal Poupart},
  title        = {Representation Learning for Dynamic Graphs: {A} Survey},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {70:1--70:73},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/19-447.html},
  timestamp    = {Thu, 15 Apr 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/KazemiGJKSFP20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/KeshavarzMA20,
  author       = {Hossein Keshavarz and
                  George Michailidis and
                  Yves F. Atchad{\'{e}}},
  title        = {Sequential change-point detection in high-dimensional Gaussian graphical
                  models},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {82:1--82:57},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/18-410.html},
  timestamp    = {Tue, 19 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/KeshavarzMA20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/KimG20,
  author       = {Youngseok Kim and
                  Chao Gao},
  title        = {Bayesian Model Selection with Graph Structured Sparsity},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {109:1--109:61},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/19-123.html},
  timestamp    = {Wed, 18 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jmlr/KimG20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/KnopSTPMJ20,
  author       = {Szymon Knop and
                  Przemyslaw Spurek and
                  Jacek Tabor and
                  Igor T. Podolak and
                  Marcin Mazur and
                  Stanislaw Jastrzebski},
  title        = {Cramer-Wold Auto-Encoder},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {164:1--164:28},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/19-560.html},
  timestamp    = {Wed, 18 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jmlr/KnopSTPMJ20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/KobakLS20,
  author       = {Dmitry Kobak and
                  Jonathan Lomond and
                  Benoit Sanchez},
  title        = {The Optimal Ridge Penalty for Real-world High-dimensional Data Can
                  Be Zero or Negative due to the Implicit Ridge Regularization},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {169:1--169:16},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/19-844.html},
  timestamp    = {Wed, 18 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jmlr/KobakLS20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/KossaifiLKKFA20,
  author       = {Jean Kossaifi and
                  Zachary C. Lipton and
                  Arinbj{\"{o}}rn Kolbeinsson and
                  Aran Khanna and
                  Tommaso Furlanello and
                  Anima Anandkumar},
  title        = {Tensor Regression Networks},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {123:1--123:21},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/18-503.html},
  timestamp    = {Wed, 18 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jmlr/KossaifiLKKFA20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/Krishnamurthy0S20,
  author       = {Akshay Krishnamurthy and
                  John Langford and
                  Aleksandrs Slivkins and
                  Chicheng Zhang},
  title        = {Contextual Bandits with Continuous Actions: Smoothing, Zooming, and
                  Adapting},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {137:1--137:45},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/19-650.html},
  timestamp    = {Wed, 18 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jmlr/Krishnamurthy0S20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/KulunchakovM20,
  author       = {Andrei Kulunchakov and
                  Julien Mairal},
  title        = {Estimate Sequences for Stochastic Composite Optimization: Variance
                  Reduction, Acceleration, and Robustness to Noise},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {155:1--155:52},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/19-073.html},
  timestamp    = {Wed, 18 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jmlr/KulunchakovM20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/LaiTWF20,
  author       = {Zhao{-}Rong Lai and
                  Liming Tan and
                  Xiaotian Wu and
                  Liangda Fang},
  title        = {Loss Control with Rank-one Covariance Estimate for Short-term Portfolio
                  Optimization},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {97:1--97:37},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/19-959.html},
  timestamp    = {Wed, 18 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jmlr/LaiTWF20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/LeeLLZ20,
  author       = {Kuang{-}Yao Lee and
                  Tianqi Liu and
                  Bing Li and
                  Hongyu Zhao},
  title        = {Learning Causal Networks via Additive Faithfulness},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {51:1--51:38},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/16-252.html},
  timestamp    = {Thu, 18 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/LeeLLZ20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/LehnertL20,
  author       = {Lucas Lehnert and
                  Michael L. Littman},
  title        = {Successor Features Combine Elements of Model-Free and Model-based
                  Reinforcement Learning},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {196:1--196:53},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/19-060.html},
  timestamp    = {Wed, 18 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jmlr/LehnertL20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/LiC0C20,
  author       = {Boyue Li and
                  Shicong Cen and
                  Yuxin Chen and
                  Yuejie Chi},
  title        = {Communication-Efficient Distributed Optimization in Networks with
                  Gradient Tracking and Variance Reduction},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {180:1--180:51},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/20-210.html},
  timestamp    = {Wed, 18 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jmlr/LiC0C20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/LiLXX20,
  author       = {Xingxiang Li and
                  Runze Li and
                  Zhiming Xia and
                  Chen Xu},
  title        = {Distributed Feature Screening via Componentwise Debiasing},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {24:1--24:32},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/19-537.html},
  timestamp    = {Thu, 06 Apr 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/LiLXX20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/LiQLZ20,
  author       = {Tianxi Li and
                  Cheng Qian and
                  Elizaveta Levina and
                  Ji Zhu},
  title        = {High-dimensional Gaussian graphical models on network-linked data},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {74:1--74:45},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/19-563.html},
  timestamp    = {Wed, 02 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/LiQLZ20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/LiW20,
  author       = {Xiaofan Li and
                  Andrew B. Whinston},
  title        = {A Model of Fake Data in Data-driven Analysis},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {3:1--3:26},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/17-360.html},
  timestamp    = {Tue, 01 Jun 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/LiW20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/LinC20,
  author       = {Junhong Lin and
                  Volkan Cevher},
  title        = {Convergences of Regularized Algorithms and Stochastic Gradient Methods
                  with Random Projections},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {20:1--20:44},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/19-083.html},
  timestamp    = {Thu, 18 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/LinC20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/LinC20a,
  author       = {Junhong Lin and
                  Volkan Cevher},
  title        = {Optimal Convergence for Distributed Learning with Stochastic Gradient
                  Methods and Spectral Algorithms},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {147:1--147:63},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/18-041.html},
  timestamp    = {Wed, 18 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jmlr/LinC20a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/LinM20,
  author       = {Jiahe Lin and
                  George Michailidis},
  title        = {Regularized Estimation of High-dimensional Factor-Augmented Vector
                  Autoregressive {(FAVAR)} Models},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {117:1--117:51},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/19-874.html},
  timestamp    = {Wed, 18 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jmlr/LinM20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/LinNSY20,
  author       = {Qihang Lin and
                  Selvaprabu Nadarajah and
                  Negar Soheili and
                  Tianbao Yang},
  title        = {A Data Efficient and Feasible Level Set Method for Stochastic Convex
                  Optimization with Expectation Constraints},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {143:1--143:45},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/19-1022.html},
  timestamp    = {Wed, 18 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jmlr/LinNSY20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/LinWZ20,
  author       = {Shao{-}Bo Lin and
                  Di Wang and
                  Ding{-}Xuan Zhou},
  title        = {Distributed Kernel Ridge Regression with Communications},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {93:1--93:38},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/19-592.html},
  timestamp    = {Wed, 18 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jmlr/LinWZ20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/LittleMM20,
  author       = {Anna V. Little and
                  Mauro Maggioni and
                  James M. Murphy},
  title        = {Path-Based Spectral Clustering: Guarantees, Robustness to Outliers,
                  and Fast Algorithms},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {6:1--6:66},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/18-085.html},
  timestamp    = {Thu, 18 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/LittleMM20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/LiuB20,
  author       = {Yu Liu and
                  Kris De Brabanter},
  title        = {Smoothed Nonparametric Derivative Estimation using Weighted Difference
                  Quotients},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {65:1--65:45},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/19-246.html},
  timestamp    = {Thu, 18 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/LiuB20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/LiuFHGL20,
  author       = {Yue Liu and
                  Zhuangyan Fang and
                  Yangbo He and
                  Zhi Geng and
                  Chunchen Liu},
  title        = {Local Causal Network Learning for Finding Pairs of Total and Direct
                  Effects},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {148:1--148:37},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/18-083.html},
  timestamp    = {Wed, 18 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jmlr/LiuFHGL20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/LiuH00020,
  author       = {Fanghui Liu and
                  Xiaolin Huang and
                  Chen Gong and
                  Jie Yang and
                  Li Li},
  title        = {Learning Data-adaptive Non-parametric Kernels},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {208:1--208:39},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/19-900.html},
  timestamp    = {Mon, 10 May 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/LiuH00020.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/LiuP20,
  author       = {Yating Liu and
                  Gilles Pag{\`{e}}s},
  title        = {Convergence Rate of Optimal Quantization and Application to the Clustering
                  Performance of the Empirical Measure},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {86:1--86:36},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/18-804.html},
  timestamp    = {Wed, 18 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jmlr/LiuP20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/LocatelloBLRGSB20,
  author       = {Francesco Locatello and
                  Stefan Bauer and
                  Mario Lucic and
                  Gunnar R{\"{a}}tsch and
                  Sylvain Gelly and
                  Bernhard Sch{\"{o}}lkopf and
                  Olivier Bachem},
  title        = {A Sober Look at the Unsupervised Learning of Disentangled Representations
                  and their Evaluation},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {209:1--209:62},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/19-976.html},
  timestamp    = {Wed, 18 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jmlr/LocatelloBLRGSB20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/MaMD020,
  author       = {Fan Ma and
                  Deyu Meng and
                  Xuanyi Dong and
                  Yi Yang},
  title        = {Self-paced Multi-view Co-training},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {57:1--57:38},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/18-794.html},
  timestamp    = {Thu, 18 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/MaMD020.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/MaMY20,
  author       = {Zhuang Ma and
                  Zongming Ma and
                  Hongsong Yuan},
  title        = {Universal Latent Space Model Fitting for Large Networks with Edge
                  Covariates},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {4:1--4:67},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/17-470.html},
  timestamp    = {Thu, 18 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/MaMY20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/MaOSS20,
  author       = {Yao Ma and
                  Alex Olshevsky and
                  Csaba Szepesv{\'{a}}ri and
                  Venkatesh Saligrama},
  title        = {Gradient Descent for Sparse Rank-One Matrix Completion for Crowd-Sourced
                  Aggregation of Sparsely Interacting Workers},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {133:1--133:36},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/19-359.html},
  timestamp    = {Wed, 18 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jmlr/MaOSS20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/MalikPBKBW20,
  author       = {Dhruv Malik and
                  Ashwin Pananjady and
                  Kush Bhatia and
                  Koulik Khamaru and
                  Peter L. Bartlett and
                  Martin J. Wainwright},
  title        = {Derivative-Free Methods for Policy Optimization: Guarantees for Linear
                  Quadratic Systems},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {21:1--21:51},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/19-198.html},
  timestamp    = {Thu, 18 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/MalikPBKBW20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ManchevS20,
  author       = {Nikolay Manchev and
                  Michael W. Spratling},
  title        = {Target Propagation in Recurrent Neural Networks},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {7:1--7:33},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/18-141.html},
  timestamp    = {Thu, 21 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jmlr/ManchevS20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/MarschallCS20,
  author       = {Owen Marschall and
                  Kyunghyun Cho and
                  Cristina Savin},
  title        = {A Unified Framework of Online Learning Algorithms for Training Recurrent
                  Neural Networks},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {135:1--135:34},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/19-562.html},
  timestamp    = {Wed, 18 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jmlr/MarschallCS20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/Martens20,
  author       = {James Martens},
  title        = {New Insights and Perspectives on the Natural Gradient Method},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {146:1--146:76},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/17-678.html},
  timestamp    = {Wed, 18 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jmlr/Martens20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/MartinT20,
  author       = {Ryan Martin and
                  Yiqi Tang},
  title        = {Empirical Priors for Prediction in Sparse High-dimensional Linear
                  Regression},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {144:1--144:30},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/19-152.html},
  timestamp    = {Wed, 18 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jmlr/MartinT20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/MengZFQ20,
  author       = {Haomiao Meng and
                  Ying{-}Qi Zhao and
                  Haoda Fu and
                  Xingye Qiao},
  title        = {Near-optimal Individualized Treatment Recommendations},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {183:1--183:28},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/20-334.html},
  timestamp    = {Wed, 18 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jmlr/MengZFQ20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/MentchZ20,
  author       = {Lucas Mentch and
                  Siyu Zhou},
  title        = {Randomization as Regularization: {A} Degrees of Freedom Explanation
                  for Random Forest Success},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {171:1--171:36},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/19-905.html},
  timestamp    = {Wed, 18 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jmlr/MentchZ20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/MetelliPMR20,
  author       = {Alberto Maria Metelli and
                  Matteo Papini and
                  Nico Montali and
                  Marcello Restelli},
  title        = {Importance Sampling Techniques for Policy Optimization},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {141:1--141:75},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/20-124.html},
  timestamp    = {Wed, 18 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jmlr/MetelliPMR20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/MohamedRFM20,
  author       = {Shakir Mohamed and
                  Mihaela Rosca and
                  Michael Figurnov and
                  Andriy Mnih},
  title        = {Monte Carlo Gradient Estimation in Machine Learning},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {132:1--132:62},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/19-346.html},
  timestamp    = {Wed, 18 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jmlr/MohamedRFM20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/MohammadiPK20,
  author       = {Reza Mohammadi and
                  Matthew T. Pratola and
                  Maurits Kaptein},
  title        = {Continuous-Time Birth-Death {MCMC} for Bayesian Regression Tree Models},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {201:1--201:26},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/19-307.html},
  timestamp    = {Fri, 22 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jmlr/MohammadiPK20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/MokhtariHK20,
  author       = {Aryan Mokhtari and
                  Hamed Hassani and
                  Amin Karbasi},
  title        = {Stochastic Conditional Gradient Methods: From Convex Minimization
                  to Submodular Maximization},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {105:1--105:49},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/18-764.html},
  timestamp    = {Wed, 18 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jmlr/MokhtariHK20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/MokhtariKTR20,
  author       = {Aryan Mokhtari and
                  Alec Koppel and
                  Martin Tak{\'{a}}c and
                  Alejandro Ribeiro},
  title        = {A Class of Parallel Doubly Stochastic Algorithms for Large-Scale Learning},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {120:1--120:51},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/16-311.html},
  timestamp    = {Wed, 11 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jmlr/MokhtariKTR20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/MolybogML20,
  author       = {Igor Molybog and
                  Ramtin Madani and
                  Javad Lavaei},
  title        = {Conic Optimization for Quadratic Regression Under Sparse Noise},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {195:1--195:36},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/18-881.html},
  timestamp    = {Wed, 18 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jmlr/MolybogML20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/MooijMC20,
  author       = {Joris M. Mooij and
                  Sara Magliacane and
                  Tom Claassen},
  title        = {Joint Causal Inference from Multiple Contexts},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {99:1--99:108},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/17-123.html},
  timestamp    = {Wed, 18 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jmlr/MooijMC20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/NaitzatZL20,
  author       = {Gregory Naitzat and
                  Andrey Zhitnikov and
                  Lek{-}Heng Lim},
  title        = {Topology of Deep Neural Networks},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {184:1--184:40},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/20-345.html},
  timestamp    = {Wed, 18 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jmlr/NaitzatZL20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/NakadaI20,
  author       = {Ryumei Nakada and
                  Masaaki Imaizumi},
  title        = {Adaptive Approximation and Generalization of Deep Neural Network with
                  Intrinsic Dimensionality},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {174:1--174:38},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/20-002.html},
  timestamp    = {Wed, 18 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jmlr/NakadaI20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/NarvekarPLSTS20,
  author       = {Sanmit Narvekar and
                  Bei Peng and
                  Matteo Leonetti and
                  Jivko Sinapov and
                  Matthew E. Taylor and
                  Peter Stone},
  title        = {Curriculum Learning for Reinforcement Learning Domains: {A} Framework
                  and Survey},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {181:1--181:50},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/20-212.html},
  timestamp    = {Sun, 18 Dec 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jmlr/NarvekarPLSTS20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/NeykovW020,
  author       = {Matey Neykov and
                  Zhaoran Wang and
                  Han Liu},
  title        = {Agnostic Estimation for Phase Retrieval},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {121:1--121:39},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/18-259.html},
  timestamp    = {Wed, 27 Dec 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jmlr/NeykovW020.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/NiazadehRW20,
  author       = {Rad Niazadeh and
                  Tim Roughgarden and
                  Joshua R. Wang},
  title        = {Optimal Algorithms for Continuous Non-monotone Submodular and DR-Submodular
                  Maximization},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {125:1--125:31},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/18-527.html},
  timestamp    = {Wed, 18 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jmlr/NiazadehRW20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/NicholsonWBM20,
  author       = {William B. Nicholson and
                  Ines Wilms and
                  Jacob Bien and
                  David S. Matteson},
  title        = {High Dimensional Forecasting via Interpretable Vector Autoregression},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {166:1--166:52},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/19-777.html},
  timestamp    = {Wed, 18 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jmlr/NicholsonWBM20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/NolanMW20,
  author       = {Tui H. Nolan and
                  Marianne Menictas and
                  Matt P. Wand},
  title        = {Streamlined Variational Inference with Higher Level Random Effects},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {157:1--157:62},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/19-222.html},
  timestamp    = {Wed, 18 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jmlr/NolanMW20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/NovikovIKFO20,
  author       = {Alexander Novikov and
                  Pavel Izmailov and
                  Valentin Khrulkov and
                  Michael Figurnov and
                  Ivan V. Oseledets},
  title        = {Tensor Train Decomposition on TensorFlow {(T3F)}},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {30:1--30:7},
  year         = {2020},
  url          = {https://www.jmlr.org/papers/v21/18-008.html},
  timestamp    = {Wed, 20 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jmlr/NovikovIKFO20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/Park20,
  author       = {Gunwoong Park},
  title        = {Identifiability of Additive Noise Models Using Conditional Variances},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {75:1--75:34},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/19-664.html},
  timestamp    = {Thu, 18 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/Park20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/PaulCCMOW20,
  author       = {Supratik Paul and
                  Konstantinos I. Chatzilygeroudis and
                  Kamil Ciosek and
                  Jean{-}Baptiste Mouret and
                  Michael A. Osborne and
                  Shimon Whiteson},
  title        = {Robust Reinforcement Learning with Bayesian Optimisation and Quadrature},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {151:1--151:31},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/18-216.html},
  timestamp    = {Wed, 18 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jmlr/PaulCCMOW20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/PeiMV20,
  author       = {Yan Ru Pei and
                  Haik Manukian and
                  Massimiliano Di Ventra},
  title        = {Generating Weighted {MAX-2-SAT} Instances with Frustrated Loops: an
                  {RBM} Case Study},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {159:1--159:55},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/19-368.html},
  timestamp    = {Wed, 18 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jmlr/PeiMV20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/PhamNPT20,
  author       = {Nhan H. Pham and
                  Lam M. Nguyen and
                  Dzung T. Phan and
                  Quoc Tran{-}Dinh},
  title        = {ProxSARAH: An Efficient Algorithmic Framework for Stochastic Composite
                  Nonconvex Optimization},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {110:1--110:48},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/19-248.html},
  timestamp    = {Wed, 18 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jmlr/PhamNPT20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/PircalabeluC20,
  author       = {Eugen Pircalabelu and
                  Gerda Claeskens},
  title        = {Community-Based Group Graphical Lasso},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {64:1--64:32},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/19-181.html},
  timestamp    = {Thu, 18 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/PircalabeluC20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/Polsterl20,
  author       = {Sebastian P{\"{o}}lsterl},
  title        = {scikit-survival: {A} Library for Time-to-Event Analysis Built on Top
                  of scikit-learn},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {212:1--212:6},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/20-729.html},
  timestamp    = {Fri, 09 Apr 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/Polsterl20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ProbstR20,
  author       = {Malte Probst and
                  Franz Rothlauf},
  title        = {Harmless Overfitting: Using Denoising Autoencoders in Estimation of
                  Distribution Algorithms},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {78:1--78:31},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/16-543.html},
  timestamp    = {Wed, 18 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jmlr/ProbstR20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/RaffelSRLNMZLL20,
  author       = {Colin Raffel and
                  Noam Shazeer and
                  Adam Roberts and
                  Katherine Lee and
                  Sharan Narang and
                  Michael Matena and
                  Yanqi Zhou and
                  Wei Li and
                  Peter J. Liu},
  title        = {Exploring the Limits of Transfer Learning with a Unified Text-to-Text
                  Transformer},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {140:1--140:67},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/20-074.html},
  timestamp    = {Fri, 05 Feb 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jmlr/RaffelSRLNMZLL20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/RainforthGWZ20,
  author       = {Tom Rainforth and
                  Adam Golinski and
                  Frank Wood and
                  Sheheryar Zaidi},
  title        = {Target-Aware Bayesian Inference: How to Beat Optimal Conventional
                  Estimators},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {88:1--88:54},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/19-102.html},
  timestamp    = {Wed, 18 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jmlr/RainforthGWZ20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/RashidSWFFW20,
  author       = {Tabish Rashid and
                  Mikayel Samvelyan and
                  Christian Schr{\"{o}}der de Witt and
                  Gregory Farquhar and
                  Jakob N. Foerster and
                  Shimon Whiteson},
  title        = {Monotonic Value Function Factorisation for Deep Multi-Agent Reinforcement
                  Learning},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {178:1--178:51},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/20-081.html},
  timestamp    = {Wed, 18 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jmlr/RashidSWFFW20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/RicatteGT20,
  author       = {Thomas Ricatte and
                  R{\'{e}}mi Gilleron and
                  Marc Tommasi},
  title        = {Skill Rating for Multiplayer Games. Introducing Hypernode Graphs and
                  their Spectral Theory},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {48:1--48:18},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/13-561.html},
  timestamp    = {Thu, 18 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/RicatteGT20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/RichardsR20,
  author       = {Dominic Richards and
                  Patrick Rebeschini},
  title        = {Graph-Dependent Implicit Regularisation for Distributed Stochastic
                  Subgradient Descent},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {34:1--34:44},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/18-638.html},
  timestamp    = {Thu, 18 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/RichardsR20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/RontsisOG20,
  author       = {Nikitas Rontsis and
                  Michael A. Osborne and
                  Paul J. Goulart},
  title        = {Distributionally Ambiguous Optimization for Batch Bayesian Optimization},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {149:1--149:26},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/18-211.html},
  timestamp    = {Wed, 18 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jmlr/RontsisOG20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/RotnitzkyS20,
  author       = {Andrea Rotnitzky and
                  Ezequiel Smucler},
  title        = {Efficient Adjustment Sets for Population Average Causal Treatment
                  Effect Estimation in Graphical Models},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {188:1--188:86},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/19-1026.html},
  timestamp    = {Wed, 18 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jmlr/RotnitzkyS20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/SalahTL20,
  author       = {Aghiles Salah and
                  Quoc{-}Tuan Truong and
                  Hady W. Lauw},
  title        = {Cornac: {A} Comparative Framework for Multimodal Recommender Systems},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {95:1--95:5},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/19-805.html},
  timestamp    = {Wed, 18 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jmlr/SalahTL20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/SalehkaleybarGK20,
  author       = {Saber Salehkaleybar and
                  AmirEmad Ghassami and
                  Negar Kiyavash and
                  Kun Zhang},
  title        = {Learning Linear Non-Gaussian Causal Models in the Presence of Latent
                  Variables},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {39:1--39:24},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/19-260.html},
  timestamp    = {Thu, 18 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/SalehkaleybarGK20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/SamantaDJGCGG20,
  author       = {Bidisha Samanta and
                  Abir De and
                  Gourhari Jana and
                  Vicen{\c{c}} G{\'{o}}mez and
                  Pratim Kumar Chattaraj and
                  Niloy Ganguly and
                  Manuel Gomez{-}Rodriguez},
  title        = {{NEVAE:} {A} Deep Generative Model for Molecular Graphs},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {114:1--114:33},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/19-671.html},
  timestamp    = {Wed, 18 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jmlr/SamantaDJGCGG20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/SchreiberBN20,
  author       = {Jacob M. Schreiber and
                  Jeffrey A. Bilmes and
                  William Stafford Noble},
  title        = {apricot: Submodular selection for data summarization in Python},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {161:1--161:6},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/19-467.html},
  timestamp    = {Wed, 18 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jmlr/SchreiberBN20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ShiLS20,
  author       = {Chengchun Shi and
                  Wenbin Lu and
                  Rui Song},
  title        = {Breaking the Curse of Nonregularity with Subagging - Inference of
                  the Mean Outcome under Optimal Treatment Regimes},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {176:1--176:67},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/20-066.html},
  timestamp    = {Tue, 03 May 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/ShiLS20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ShiltonRP20,
  author       = {Alistair Shilton and
                  Sutharshan Rajasegarar and
                  Marimuthu Palaniswami},
  title        = {Multiclass Anomaly Detector: the {CS++} Support Vector Machine},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {213:1--213:39},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/16-122.html},
  timestamp    = {Wed, 18 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jmlr/ShiltonRP20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/SifaouKA20,
  author       = {Houssem Sifaou and
                  Abla Kammoun and
                  Mohamed{-}Slim Alouini},
  title        = {High-dimensional Linear Discriminant Analysis Classifier for Spiked
                  Covariance Model},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {112:1--112:24},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/19-428.html},
  timestamp    = {Wed, 18 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jmlr/SifaouKA20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/SiglidisNLGSV20,
  author       = {Giannis Siglidis and
                  Giannis Nikolentzos and
                  Stratis Limnios and
                  Christos Giatsidis and
                  Konstantinos Skianis and
                  Michalis Vazirgiannis},
  title        = {GraKeL: {A} Graph Kernel Library in Python},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {54:1--54:5},
  year         = {2020},
  url          = {https://www.jmlr.org/papers/v21/18-370.html},
  timestamp    = {Thu, 12 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jmlr/SiglidisNLGSV20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/SilvaG20,
  author       = {Andr{\'{e}} Belotto da Silva and
                  Maxime Gazeau},
  title        = {A General System of Differential Equations to Model First-Order Adaptive
                  Algorithms},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {129:1--129:42},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/18-808.html},
  timestamp    = {Wed, 18 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jmlr/SilvaG20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/SlawskiB020,
  author       = {Martin Slawski and
                  Emanuel Ben{-}David and
                  Ping Li},
  title        = {Two-Stage Approach to Multivariate Linear Regression with Sparsely
                  Mismatched Data},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {204:1--204:42},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/19-645.html},
  timestamp    = {Wed, 18 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jmlr/SlawskiB020.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/SongDRB20,
  author       = {Hyebin Song and
                  Ran Dai and
                  Garvesh Raskutti and
                  Rina Foygel Barber},
  title        = {Convex and Non-Convex Approaches for Statistical Inference with Class-Conditional
                  Noisy Labels},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {168:1--168:58},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/19-833.html},
  timestamp    = {Wed, 18 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jmlr/SongDRB20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/SpiridonoffOP20,
  author       = {Artin Spiridonoff and
                  Alex Olshevsky and
                  Ioannis Ch. Paschalidis},
  title        = {Robust Asynchronous Stochastic Gradient-Push: Asymptotically Optimal
                  and Network-Independent Performance for Strongly Convex Functions},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {58:1--58:47},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/18-813.html},
  timestamp    = {Thu, 18 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/SpiridonoffOP20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/SuarezGH20,
  author       = {Juan{-}Luis Su{\'{a}}rez and
                  Salvador Garc{\'{\i}}a and
                  Francisco Herrera},
  title        = {pyDML: {A} Python Library for Distance Metric Learning},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {96:1--96:7},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/19-864.html},
  timestamp    = {Mon, 19 Sep 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/SuarezGH20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/TangFD20,
  author       = {Cheng Yong Tang and
                  Ethan X. Fang and
                  Yuexiao Dong},
  title        = {High-Dimensional Interactions Detection with Sparse Principal Hessian
                  Matrix},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {19:1--19:25},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/19-071.html},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jmlr/TangFD20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/TavenardFVDAHPY20,
  author       = {Romain Tavenard and
                  Johann Faouzi and
                  Gilles Vandewiele and
                  Felix Divo and
                  Guillaume Androz and
                  Chester Holtz and
                  Marie Payne and
                  Roman Yurchak and
                  Marc Ru{\ss}wurm and
                  Kushal Kolar and
                  Eli Woods},
  title        = {Tslearn, {A} Machine Learning Toolkit for Time Series Data},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {118:1--118:6},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/20-091.html},
  timestamp    = {Sat, 23 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jmlr/TavenardFVDAHPY20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/TenzerMDNS20,
  author       = {Yaniv Tenzer and
                  Amit Moscovich and
                  Mary Frances Dorn and
                  Boaz Nadler and
                  Clifford H. Spiegelman},
  title        = {Beyond Trees: Classification with Sparse Pairwise Dependencies},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {189:1--189:33},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/18-348.html},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/TenzerMDNS20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ThalmeierKTG20,
  author       = {Dominik Thalmeier and
                  Hilbert J. Kappen and
                  Simone Totaro and
                  Vicen{\c{c}} G{\'{o}}mez},
  title        = {Adaptive Smoothing for Path Integral Control},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {191:1--191:37},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/18-624.html},
  timestamp    = {Wed, 18 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jmlr/ThalmeierKTG20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/TiboJF20,
  author       = {Alessandro Tibo and
                  Manfred Jaeger and
                  Paolo Frasconi},
  title        = {Learning and Interpreting Multi-Multi-Instance Learning Networks},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {193:1--193:60},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/18-811.html},
  timestamp    = {Wed, 18 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jmlr/TiboJF20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/Tino20,
  author       = {Peter Ti{\~{n}}o},
  title        = {Dynamical Systems as Temporal Feature Spaces},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {44:1--44:42},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/19-589.html},
  timestamp    = {Thu, 18 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/Tino20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/TomitaBSCPFPYBM20,
  author       = {Tyler M. Tomita and
                  James Browne and
                  Cencheng Shen and
                  Jaewon Chung and
                  Jesse Patsolic and
                  Benjamin Falk and
                  Carey E. Priebe and
                  Jason Yim and
                  Randal C. Burns and
                  Mauro Maggioni and
                  Joshua T. Vogelstein},
  title        = {Sparse Projection Oblique Randomer Forests},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {104:1--104:39},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/18-664.html},
  timestamp    = {Wed, 18 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jmlr/TomitaBSCPFPYBM20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/TongXWF20,
  author       = {Xin Tong and
                  Lucy Xia and
                  Jiacheng Wang and
                  Yang Feng},
  title        = {Neyman-Pearson classification: parametrics and sample size requirement},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {12:1--12:48},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/18-577.html},
  timestamp    = {Thu, 18 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/TongXWF20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/TonoliniRTFM20,
  author       = {Francesco Tonolini and
                  Jack Radford and
                  Alex Turpin and
                  Daniele Faccio and
                  Roderick Murray{-}Smith},
  title        = {Variational Inference for Computational Imaging Inverse Problems},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {179:1--179:46},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/20-151.html},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/TonoliniRTFM20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/TrillosKSS20,
  author       = {Nicol{\'{a}}s Garc{\'{\i}}a Trillos and
                  Zachary Kaplan and
                  Thabo Samakhoana and
                  Daniel Sanz{-}Alonso},
  title        = {On the consistency of graph-based Bayesian semi-supervised learning
                  and the scalability of sampling algorithms},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {28:1--28:47},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/17-698.html},
  timestamp    = {Thu, 18 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/TrillosKSS20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/TuoW20,
  author       = {Rui Tuo and
                  Wenjia Wang},
  title        = {Kriging Prediction with Isotropic Matern Correlations: Robustness
                  and Experimental Designs},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {187:1--187:38},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/19-1045.html},
  timestamp    = {Wed, 18 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jmlr/TuoW20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ValeraPLG20,
  author       = {Isabel Valera and
                  Melanie F. Pradier and
                  Maria Lomeli and
                  Zoubin Ghahramani},
  title        = {General Latent Feature Models for Heterogeneous Datasets},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {100:1--100:49},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/17-328.html},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/ValeraPLG20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/VandaeleSB20,
  author       = {Robin Vandaele and
                  Yvan Saeys and
                  Tijl De Bie},
  title        = {Mining Topological Structure in Graphs through Forest Representations},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {215:1--215:68},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/19-1032.html},
  timestamp    = {Wed, 18 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jmlr/VandaeleSB20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/VazelhesCTVB20,
  author       = {William de Vazelhes and
                  CJ Carey and
                  Yuan Tang and
                  Nathalie Vauquier and
                  Aur{\'{e}}lien Bellet},
  title        = {metric-learn: Metric Learning Algorithms in Python},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {138:1--138:6},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/19-678.html},
  timestamp    = {Tue, 04 Jul 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/VazelhesCTVB20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/VehtariGSJTSBCS20,
  author       = {Aki Vehtari and
                  Andrew Gelman and
                  Tuomas Sivula and
                  Pasi Jyl{\"{a}}nki and
                  Dustin Tran and
                  Swupnil Sahai and
                  Paul Blomstedt and
                  John P. Cunningham and
                  David Schiminovich and
                  Christian P. Robert},
  title        = {Expectation Propagation as a Way of Life: {A} Framework for Bayesian
                  Inference on Partitioned Data},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {17:1--17:53},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/18-817.html},
  timestamp    = {Thu, 18 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/VehtariGSJTSBCS20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/Vipond20,
  author       = {Oliver Vipond},
  title        = {Multiparameter Persistence Landscapes},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {61:1--61:38},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/19-054.html},
  timestamp    = {Thu, 18 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/Vipond20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/WangL20,
  author       = {Miaoyan Wang and
                  Lexin Li},
  title        = {Learning from Binary Multiway Data: Probabilistic Tensor Decomposition
                  and its Statistical Optimality},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {154:1--154:38},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/18-766.html},
  timestamp    = {Wed, 18 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jmlr/WangL20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/WangLJ20,
  author       = {Zhe Wang and
                  Yingbin Liang and
                  Pengsheng Ji},
  title        = {Spectral Algorithms for Community Detection in Directed Networks},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {153:1--153:45},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/18-581.html},
  timestamp    = {Thu, 02 Sep 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/WangLJ20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/WangW20,
  author       = {Yazhen Wang and
                  Shang Wu},
  title        = {Asymptotic Analysis via Stochastic Differential Equations of Gradient
                  Descent Algorithms in Statistical and Computational Paradigms},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {199:1--199:103},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/19-245.html},
  timestamp    = {Wed, 18 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jmlr/WangW20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/WangZZ20,
  author       = {Haoran Wang and
                  Thaleia Zariphopoulou and
                  Xun Yu Zhou},
  title        = {Reinforcement Learning in Continuous Time and Space: {A} Stochastic
                  Control Approach},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {198:1--198:34},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/19-144.html},
  timestamp    = {Wed, 18 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jmlr/WangZZ20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/WenLSLH020,
  author       = {Zeyi Wen and
                  Hanfeng Liu and
                  Jiashuai Shi and
                  Qinbin Li and
                  Bingsheng He and
                  Jian Chen},
  title        = {ThunderGBM: Fast GBDTs and Random Forests on GPUs},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {108:1--108:5},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/19-095.html},
  timestamp    = {Thu, 21 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jmlr/WenLSLH020.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/WilliamsonZD20,
  author       = {Sinead A. Williamson and
                  Michael Minyi Zhang and
                  Paul Damien},
  title        = {A New Class of Time Dependent Latent Factor Models with Applications},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {27:1--27:24},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/16-639.html},
  timestamp    = {Thu, 18 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/WilliamsonZD20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/WuXSP20,
  author       = {Chong Wu and
                  Gongjun Xu and
                  Xiaotong Shen and
                  Wei Pan},
  title        = {A Regularization-Based Adaptive Test for High-Dimensional GLMs},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {128:1--128:67},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/18-807.html},
  timestamp    = {Wed, 18 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jmlr/WuXSP20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/XingLMZ20,
  author       = {Xin Xing and
                  Meimei Liu and
                  Ping Ma and
                  Wenxuan Zhong},
  title        = {Minimax Nonparametric Parallelism Test},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {94:1--94:47},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/19-800.html},
  timestamp    = {Wed, 18 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jmlr/XingLMZ20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/XuBSD20,
  author       = {Yichong Xu and
                  Sivaraman Balakrishnan and
                  Aarti Singh and
                  Artur Dubrawski},
  title        = {Regression with Comparisons: Escaping the Curse of Dimensionality
                  with Ordinal Information},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {162:1--162:54},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/19-505.html},
  timestamp    = {Wed, 18 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jmlr/XuBSD20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/XuWBHBAZG20,
  author       = {Ganggang Xu and
                  Ming Wang and
                  Jiangze Bian and
                  Hui Huang and
                  Timothy R. Burch and
                  Sandro C. Andrade and
                  Jingfei Zhang and
                  Yongtao Guan},
  title        = {Semi-parametric Learning of Structured Temporal Point Processes},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {192:1--192:39},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/18-735.html},
  timestamp    = {Wed, 18 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jmlr/XuWBHBAZG20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/YangCHWJ20,
  author       = {Puyudi Yang and
                  Jianbo Chen and
                  Cho{-}Jui Hsieh and
                  Jane{-}Ling Wang and
                  Michael I. Jordan},
  title        = {Greedy Attack and Gumbel Attack: Generating Adversarial Examples for
                  Discrete Data},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {43:1--43:36},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/19-569.html},
  timestamp    = {Thu, 18 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/YangCHWJ20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/YeLZ20,
  author       = {Haishan Ye and
                  Luo Luo and
                  Zhihua Zhang},
  title        = {Nesterov's Acceleration for Approximate Newton},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {142:1--142:37},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/19-265.html},
  timestamp    = {Wed, 18 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jmlr/YeLZ20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/YuGK20,
  author       = {Ming Yu and
                  Varun Gupta and
                  Mladen Kolar},
  title        = {Estimation of a Low-rank Topic-Based Model for Information Cascades},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {71:1--71:47},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/19-496.html},
  timestamp    = {Thu, 03 Mar 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jmlr/YuGK20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/YuGK20a,
  author       = {Ming Yu and
                  Varun Gupta and
                  Mladen Kolar},
  title        = {Simultaneous Inference for Pairwise Graphical Models with Generalized
                  Score Matching},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {91:1--91:51},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/19-383.html},
  timestamp    = {Thu, 03 Mar 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jmlr/YuGK20a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/Yuan020,
  author       = {Xiao{-}Tong Yuan and
                  Ping Li},
  title        = {On Convergence of Distributed Approximate Newton Methods: Globalization,
                  Sharper Bounds and Beyond},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {206:1--206:51},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/19-764.html},
  timestamp    = {Wed, 18 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jmlr/Yuan020.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/Yuan0W0M20,
  author       = {Xiao{-}Tong Yuan and
                  Bo Liu and
                  Lezi Wang and
                  Qingshan Liu and
                  Dimitris N. Metaxas},
  title        = {Dual Iterative Hard Thresholding},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {152:1--152:50},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/18-487.html},
  timestamp    = {Wed, 18 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jmlr/Yuan0W0M20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/YuanZ020,
  author       = {Xiaoming Yuan and
                  Shangzhi Zeng and
                  Jin Zhang},
  title        = {Discerning the Linear Convergence of {ADMM} for Structured Convex
                  Optimization through the Lens of Variational Analysis},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {83:1--83:75},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/18-562.html},
  timestamp    = {Fri, 21 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jmlr/YuanZ020.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ZhaiYL0020,
  author       = {Yuexiang Zhai and
                  Zitong Yang and
                  Zhenyu Liao and
                  John Wright and
                  Yi Ma},
  title        = {Complete Dictionary Learning via L4-Norm Maximization over the Orthogonal
                  Group},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {165:1--165:68},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/19-755.html},
  timestamp    = {Wed, 27 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/ZhaiYL0020.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ZhangMZ20,
  author       = {Xin Zhang and
                  Qing Mai and
                  Hui Zou},
  title        = {The Maximum Separation Subspace in Sufficient Dimension Reduction
                  with Categorical Response},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {29:1--29:36},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/17-788.html},
  timestamp    = {Thu, 18 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/ZhangMZ20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/Zhou0G20,
  author       = {Dongruo Zhou and
                  Pan Xu and
                  Quanquan Gu},
  title        = {Stochastic Nested Variance Reduction for Nonconvex Optimization},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {103:1--103:63},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/18-447.html},
  timestamp    = {Wed, 18 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jmlr/Zhou0G20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ZhouA20,
  author       = {Zhixin Zhou and
                  Arash A. Amini},
  title        = {Optimal Bipartite Network Clustering},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {40:1--40:68},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/19-299.html},
  timestamp    = {Thu, 18 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/ZhouA20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
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