Finding Second-Order Stationary Points in Nonconvex-Strongly-Concave
Minimax Optimization

v1v2v3 (latest)

Finding Second-Order Stationary Points in Nonconvex-Strongly-Concave Minimax Optimization

10 October 2021

ArXiv (abs)PDF HTML

Papers citing "Finding Second-Order Stationary Points in Nonconvex-Strongly-Concave Minimax Optimization"

9 / 9 papers shown

Title
Gradient Norm Regularization Second-Order Algorithms for Solving Nonconvex-Strongly Concave Minimax Problems Jun-Lin Wang Zi Xu 133 1 0 24 Nov 2024
Second-Order Min-Max Optimization with Lazy Hessians Lesi Chen Chengchang Liu Jingzhao Zhang 120 3 0 12 Oct 2024
Completely Parameter-Free Single-Loop Algorithms for Nonconvex-Concave Minimax Problems Junnan Yang Huiling Zhang Zi Xu 83 1 0 31 Jul 2024
A Fully Parameter-Free Second-Order Algorithm for Convex-Concave Minimax Problems with Optimal Iteration Complexity Junlin Wang Junnan Yang Zi Xu 103 2 0 04 Jul 2024
Accelerated Fully First-Order Methods for Bilevel and Minimax Optimization Chris Junchi Li 102 0 0 01 May 2024
Two trust region type algorithms for solving nonconvex-strongly concave minimax problems Tongliang Yao Zi Xu 76 2 0 15 Feb 2024
Accelerating Inexact HyperGradient Descent for Bilevel Optimization Hai-Long Yang Luo Luo C. J. Li Michael I. Jordan 96 13 0 30 Jun 2023
An Efficient Stochastic Algorithm for Decentralized Nonconvex-Strongly-Concave Minimax Optimization Le‐Yu Chen Haishan Ye Luo Luo 141 5 0 05 Dec 2022
A Cubic Regularization Approach for Finding Local Minimax Points in Nonconvex Minimax Optimization Ziyi Chen Zhengyang Hu Qunwei Li Zhe Wang Yi Zhou 96 7 0 14 Oct 2021