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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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