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Realistic Deep Learning May Not Fit Benignly



Kaiyue Wen , Jiaye Teng , Jingzhao Zhang


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Understanding the unstable convergence of gradient descent



Kwangjun Ahn , Jingzhao Zhang , Suvrit Sra

* 21 pages; Comments would be appreciated! 

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Minimax in Geodesic Metric Spaces: Sion's Theorem and Algorithms



Peiyuan Zhang , Jingzhao Zhang , Suvrit Sra

* 19 pages, 2 figures 

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Detecting Electric Vehicle Battery Failure via Dynamic-VAE



Haowei He , Jingzhao Zhang , Yanan Wang , Shaobo Huang , Chen Wang , Yang Zhang , Dongxu Guo , Guannan He , Minggao Ouyang

* 5 pages, 1 figures 

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On Convergence of Training Loss Without Reaching Stationary Points



Jingzhao Zhang , Haochuan Li , Suvrit Sra , Ali Jadbabaie


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Fast Federated Learning in the Presence of Arbitrary Device Unavailability



Xinran Gu , Kaixuan Huang , Jingzhao Zhang , Longbo Huang


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Complexity Lower Bounds for Nonconvex-Strongly-Concave Min-Max Optimization



Haochuan Li , Yi Tian , Jingzhao Zhang , Ali Jadbabaie

* 20 pages, 1 figure 

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Provably Efficient Algorithms for Multi-Objective Competitive RL



Tiancheng Yu , Yi Tian , Jingzhao Zhang , Suvrit Sra


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Coping with Label Shift via Distributionally Robust Optimisation



Jingzhao Zhang , Aditya Menon , Andreas Veit , Srinadh Bhojanapalli , Sanjiv Kumar , Suvrit Sra


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Stochastic Optimization with Non-stationary Noise



Jingzhao Zhang , Hongzhou Lin , Subhro Das , Suvrit Sra , Ali Jadbabaie


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