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Poster
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Wed 17:00
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Primal and Dual Analysis of Entropic Fictitious Play for Finite-sum Problems
Atsushi Nitanda · Kazusato Oko · Denny Wu · Nobuhito Takenouchi · Taiji Suzuki
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Poster
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Thu 16:30
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Federated Adversarial Learning: A Framework with Convergence Analysis
Xiaoxiao Li · Zhao Song · Jiaming Yang
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Poster
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Thu 13:30
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Beyond Lipschitz Smoothness: A Tighter Analysis for Nonconvex Optimization
Zhengmian Hu · Xidong Wu · Heng Huang
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Poster
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Thu 13:30
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Finite-Sample Analysis of Learning High-Dimensional Single ReLU Neuron
Jingfeng Wu · Difan Zou · Zixiang Chen · Vladimir Braverman · Quanquan Gu · Sham Kakade
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Poster
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Tue 17:00
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Neural Stochastic Differential Games for Time-series Analysis
Sungwoo Park · Byoungwoo Park · Moontae Lee · Changhee Lee
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Poster
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Tue 14:00
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An Information-Theoretic Analysis of Nonstationary Bandit Learning
Seungki Min · Daniel Russo
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Poster
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Wed 14:00
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When and How Does Known Class Help Discover Unknown Ones? Provable Understanding Through Spectral Analysis
Yiyou Sun · Zhenmei Shi · Yingyiu Liang · Sharon Li
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Poster
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Wed 17:00
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Robust Consensus in Ranking Data Analysis: Definitions, Properties and Computational Issues
Morgane Goibert · Clément Calauzènes · Ekhine IRUROZKI · Stephan Clemencon
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Poster
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Tue 17:00
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A Theoretical Analysis of the Learning Dynamics under Class Imbalance
Emanuele Francazi · Marco Baity-Jesi · Aurelien Lucchi
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Poster
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Wed 17:00
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Proper Scoring Rules for Survival Analysis
Hiroki Yanagisawa
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Poster
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Tue 17:00
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Mean-field Analysis of Piecewise Linear Solutions for Wide ReLU Networks
Aleksandr Shevchenko · Vyacheslav Kungurtsev · Marco Mondelli
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Poster
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Wed 17:00
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Cold Analysis of Rao-Blackwellized Straight-Through Gumbel-Softmax Gradient Estimator
Alexander Shekhovtsov
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