Universal Gradient Descent Ascent Method for Nonconvex-Nonconcave Minimax Optimization

26 December 2022

Papers citing "Universal Gradient Descent Ascent Method for Nonconvex-Nonconcave Minimax Optimization"

9 / 9 papers shown

Title
Two-Player Zero-Sum Differential Games with One-Sided Information Mukesh Ghimire Z. Xu Yi Ren SyDa 93 0 0 17 Feb 2025
Two-Timescale Gradient Descent Ascent Algorithms for Nonconvex Minimax Optimization Tianyi Lin Chi Jin Michael I. Jordan 50 6 0 28 Jan 2025
Nonsmooth Nonconvex-Nonconcave Minimax Optimization: Primal-Dual Balancing and Iteration Complexity Analysis Jiajin Li Lingling Zhu Anthony Man-Cho So 46 4 0 17 Jan 2025
Second-Order Min-Max Optimization with Lazy Hessians Lesi Chen Chengchang Liu Jingzhao Zhang 34 1 0 12 Oct 2024
Generative Conditional Distributions by Neural (Entropic) Optimal Transport Bao Nguyen Binh Nguyen Hieu Trung Nguyen Viet Anh Nguyen OT 31 1 0 04 Jun 2024
On the One-sided Convergence of Adam-type Algorithms in Non-convex Non-concave Min-max Optimization Zehao Dou Yuanzhi Li 26 13 0 29 Sep 2021
On Solving Minimax Optimization Locally: A Follow-the-Ridge Approach Yuanhao Wang Guodong Zhang Jimmy Ba 23 99 0 16 Oct 2019
Linear Convergence of Gradient and Proximal-Gradient Methods Under the Polyak-Łojasiewicz Condition Hamed Karimi J. Nutini Mark W. Schmidt 119 1,190 0 16 Aug 2016
Calculus of the exponent of Kurdyka-Łojasiewicz inequality and its applications to linear convergence of first-order methods Guoyin Li Ting Kei Pong 93 288 0 09 Feb 2016