Author

Anthony Man-Cho So

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Preprint Jul 2026

Last-Iterate Convergence of Single-Loop Stochastic Methods for Constrained Convex-Concave Minimax Problems

This paper establishes last-iterate convergence of stochastic first-order methods for constrained smooth convex--concave minimax optimization under the standard bounded-variance stochastic oracle and establishes two types of convergence guarantees.

Tao-Li Zheng, Jiajin Li, Anthony Man-Cho So · 1 citation · ⚡1