TiAda: A Time-scale Adaptive Algorithm for Nonconvex Minimax
Optimization

TiAda: A Time-scale Adaptive Algorithm for Nonconvex Minimax Optimization

31 October 2022

Xiang Li

Papers citing "TiAda: A Time-scale Adaptive Algorithm for Nonconvex Minimax Optimization"

7 / 7 papers shown

Title
Two-Timescale Gradient Descent Ascent Algorithms for Nonconvex Minimax Optimization Tianyi Lin Chi Jin Michael I. Jordan 50 6 0 28 Jan 2025
Two Completely Parameter-Free Alternating Gradient Projection Algorithms for Nonconvex-(strongly) Concave Minimax Problems Junnan Yang Huiling Zhang Zi Xu 21 1 0 31 Jul 2024
Achieving Near-Optimal Convergence for Distributed Minimax Optimization with Adaptive Stepsizes Yan Huang Xiang Li Yipeng Shen Niao He Jinming Xu 33 1 0 05 Jun 2024
Enhanced Adaptive Gradient Algorithms for Nonconvex-PL Minimax Optimization Feihu Huang Chunyu Xuan Xinrui Wang Siqi Zhang Songcan Chen 21 7 0 07 Mar 2023
Model-free Representation Learning and Exploration in Low-rank MDPs Aditya Modi Jinglin Chen A. Krishnamurthy Nan Jiang Alekh Agarwal OffRL 98 78 0 14 Feb 2021
A High Probability Analysis of Adaptive SGD with Momentum Xiaoyun Li Francesco Orabona 79 64 0 28 Jul 2020
A Simple Convergence Proof of Adam and Adagrad Alexandre Défossez Léon Bottou Francis R. Bach Nicolas Usunier 56 143 0 05 Mar 2020