conftrace_

gradient descent ascent

31 papers

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Also known as

GDA

Co-occurring keywords

minimax optimization (186) generative adversarial network (1944) nonconvex optimization (316) stochastic optimization (1060) min-max optimization (80) zero-sum game (190) gradient descent (1144) convex optimization (1321) saddle point (95) minimax problem (12)

Papers

On Gradient Descent Ascent for Nonconvex-Concave Minimax Problems ICML 2020
What is Local Optimality in Nonconvex-Nonconcave Minimax Optimization? ICML 2020
Global Convergence and Variance Reduction for a Class of Nonconvex-Nonconcave Minimax Problems NIPS 2020
Stochastic Recursive Gradient Descent Ascent for Stochastic Nonconvex-Strongly-Concave Minimax Problems NIPS 2020
A Unified Analysis of Extra-gradient and Optimistic Gradient Methods for Saddle Point Problems: Proximal Point Approach AISTATS 2020
Poincaré Recurrence, Cycles and Spurious Equilibria in Gradient-Descent-Ascent for Non-Convex Non-Concave Zero-Sum Games NIPS 2019