The Hyperspherical Geometry of Community Detection: Modularity as a Distance Martijn Gösgens, Remco van der Hofstad, Nelly Litvak, 2023.įLIP: A Utility Preserving Privacy Mechanism for Time Series Tucker McElroy, Anindya Roy, Gaurab Hore, 2023.Ī General Theory for Federated Optimization with Asynchronous and Heterogeneous Clients Updates Yann Fraboni, Richard Vidal, Laetitia Kameni, Marco Lorenzi, 2023.ĭimensionless machine learning: Imposing exact units equivariance Soledad Villar, Weichi Yao, David W. The Implicit Bias of Benign Overfitting Ohad Shamir, 2023. Generalization Bounds for Adversarial Contrastive Learning Xin Zou, Weiwei Liu, 2023.

Learning Good State and Action Representations for Markov Decision Process via Tensor Decomposition Chengzhuo Ni, Yaqi Duan, Munther Dahleh, Mengdi Wang, Anru R. (Machine Learning Open Source Software Paper) SQLFlow: An Extensible Toolkit Integrating DB and AI Jun Zhou, Ke Zhang, Lin Wang, Hua Wu, Yi Wang, ChaoChao Chen, 2023. Oates, 2023.Īn Annotated Graph Model with Differential Degree Heterogeneity for Directed Networks Stefan Stein, Chenlei Leng, 2023.Ī Unified Framework for Optimization-Based Graph Coarsening Manoj Kumar, Anurag Sharma, Sandeep Kumar, 2023.ĭeep linear networks can benignly overfit when shallow ones do Niladri S. Maximum likelihood estimation in Gaussian process regression is ill-posed Toni Karvonen, Chris J. Minimal Width for Universal Property of Deep RNN Chang hoon Song, Geonho Hwang, Jun ho Lee, Myungjoo Kang, 2023. Bartoldson, Bhavya Kailkhura, Davis Blalock, 2023. Bartlett, 2023.Ĭompute-Efficient Deep Learning: Algorithmic Trends and Opportunities Brian R.

2021.02.10: Volume 21 completed Volume 22 began.īenign overfitting in ridge regression Alexander Tsigler, Peter L.

2021.12.02: Message from outgoing co-EiC Bernhard Schölkopf.2022.02.18: New blog post: Retrospectives from 20 Years of JMLR.2022.07.20: New special issue on climate change.Paper volumes (ISSN 1532-4435) are now published and sold by Until the end of 2004, paper volumes (ISSNġ532-4435) were published 8 times annually and sold to libraries and Final versionsĪre published electronically (ISSN 1533-7928) JMLR has a commitment to rigorous yet rapid reviewing. High-quality scholarly articles in all areas of machine learning.Īll published papers are freely available online. International forum for the electronic and paper publication of The Journal of Machine Learning Research (JMLR), established in 2000, provides an

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