conftrace_

gradient descent-ascent

6 papers

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Also known as

GDA

Co-occurring keywords

min-max optimization (80) convergence rate (607) alternating gradient descent (9) local convergence (14) integral quadratic constraint (3) bilinear game (9) stochastic extragradient (6) heavy-tailed noise (23) constrained mdp (15) minimax problem (12)

Papers

ReLOAD: Reinforcement Learning with Optimistic Ascent-Descent for Last-Iterate Convergence in Constrained MDPs ICML 2023
Near-optimal Local Convergence of Alternating Gradient Descent-Ascent for Minimax Optimization AISTATS 2022
Clipped Stochastic Methods for Variational Inequalities with Heavy-Tailed Noise NIPS 2022
Convergence Rates of Two-Time-Scale Gradient Descent-Ascent Dynamics for Solving Nonconvex Min-Max Problems L4DC 2022
A Single-Loop Smoothed Gradient Descent-Ascent Algorithm for Nonconvex-Concave Min-Max Problems NIPS 2020
Solving a Class of Non-Convex Min-Max Games Using Iterative First Order Methods NIPS 2019