2024 "nonconvex-nonconcave optimization" Papers

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Accelerated Algorithms for Constrained Nonconvex-Nonconcave Min-Max Optimization and Comonotone Inclusion

Yang Cai, Argyris Oikonomou, Weiqiang Zheng

ICML 2024posterarXiv:2206.05248

A Single-Loop Robust Policy Gradient Method for Robust Markov Decision Processes

Zhenwei Lin, Chenyu Xue, Qi Deng et al.

ICML 2024posterarXiv:2406.00274

Double-Step Alternating Extragradient with Increasing Timescale Separation for Finding Local Minimax Points: Provable Improvements

Kyuwon Kim, Donghwan Kim

ICML 2024poster

Revisiting Inexact Fixed-Point Iterations for Min-Max Problems: Stochasticity and Structured Nonconvexity

Ahmet Alacaoglu, Donghwan Kim, Stephen Wright

ICML 2024posterarXiv:2402.05071