Coresets for Regressions with Panel Data Lingxiao Huang, K Sudhir, Nisheeth Vishnoi.
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How to Learn a Useful Critic? Model-based Action-Gradient-Estimator Policy Optimization Pierluca D'Oro, Wojciech Jaśkowski.Minimax Classification with 0-1 Loss and Performance Guarantees Santiago Mazuelas, Andrea Zanoni, Aritz Pérez.A Causal View on Robustness of Neural Networks Cheng Zhang, Kun Zhang, Yingzhen Li.Quantitative Propagation of Chaos for SGD in Wide Neural Networks Valentin De Bortoli, Alain Durmus, Xavier Fontaine, Umut Simsekli.Algorithmic recourse under imperfect causal knowledge: a probabilistic approach Amir-Hossein Karimi, Julius von Kügelgen, Bernhard Schölkopf, Isabel Valera.The Statistical Complexity of Early-Stopped Mirror Descent Tomas Vaskevicius, Varun Kanade, Patrick Rebeschini.Stein Self-Repulsive Dynamics: Benefits From Past Samples Mao Ye, Tongzheng Ren, Qiang Liu.Statistical Guarantees of Distributed Nearest Neighbor Classification Jiexin Duan, Xingye Qiao, Guang Cheng.Reciprocal Adversarial Learning via Characteristic Functions Shengxi Li, Zeyang Yu, Min Xiang, Danilo Mandic.
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Deep reconstruction of strange attractors from time series William Gilpin.Permute-and-Flip: A new mechanism for differentially private selection Ryan McKenna, Daniel R.Improving Local Identifiability in Probabilistic Box Embeddings Shib Dasgupta, Michael Boratko, Dongxu Zhang, Luke Vilnis, Xiang Li, Andrew McCallum.Cascaded Text Generation with Markov Transformers Yuntian Deng, Alexander Rush.Trading Personalization for Accuracy: Data Debugging in Collaborative Filtering Long Chen, Yuan Yao, Feng Xu, Miao Xu, Hanghang Tong.Adversarially Robust Streaming Algorithms via Differential Privacy Avinatan Hasidim, Haim Kaplan, Yishay Mansour, Yossi Matias, Uri Stemmer.Synbols: Probing Learning Algorithms with Synthetic Datasets Alexandre Lacoste, Pau Rodríguez López, Frederic Branchaud-Charron, Parmida Atighehchian, Massimo Caccia, Issam Hadj Laradji, Alexandre Drouin, Matthew Craddock, Laurent Charlin, David Vázquez.Improved Algorithms for Online Submodular Maximization via First-order Regret Bounds Nicholas Harvey, Christopher Liaw, Tasuku Soma.Fourier Sparse Leverage Scores and Approximate Kernel Learning Tamas Erdelyi, Cameron Musco, Christopher Musco.PyGlove: Symbolic Programming for Automated Machine Learning Daiyi Peng, Xuanyi Dong, Esteban Real, Mingxing Tan, Yifeng Lu, Gabriel Bender, Hanxiao Liu, Adam Kraft, Chen Liang, Quoc Le.Backpropagating Linearly Improves Transferability of Adversarial Examples Yiwen Guo, Qizhang Li, Hao Chen.Fast and Flexible Temporal Point Processes with Triangular Maps Oleksandr Shchur, Nicholas Gao, Marin Biloš, Stephan Günnemann.Neural Methods for Point-wise Dependency Estimation Yao-Hung Hubert Tsai, Han Zhao, Makoto Yamada, Louis-Philippe Morency, Russ R.Off-Policy Evaluation and Learning for External Validity under a Covariate Shift Masatoshi Uehara, Masahiro Kato, Shota Yasui.Benchmarking Deep Inverse Models over time, and the Neural-Adjoint method Simiao Ren, Willie Padilla, Jordan Malof.Self-Supervised MultiModal Versatile Networks Jean-Baptiste Alayrac, Adria Recasens, Rosalia Schneider, Relja Arandjelović, Jason Ramapuram, Jeffrey De Fauw, Lucas Smaira, Sander Dieleman, Andrew Zisserman.