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2025 ICML ICML 2025

Convergence of Mean-Field Langevin Stochastic Descent-Ascent for Distributional Minimax Optimization

Abstract

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Authors

Zhangyi Liu, Feng Liu, RUI GAO, Shuang Li

Topics

Machine Learning > Optimization & Theory > Optimization Mathematics & Optimization > Optimization > Continuous Optimization Mathematics & Optimization > Probability > Stochastic Processes

Keywords

stochastic method stochastic gradient descent ascent mean-field langevin distributional minimax optimization euclidean counterpart last-iterate convergence rate
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