Stochastic Approximation Proximal Subgradient Method for Stochastic Convex-Concave Minimax Optimization

Yu-Hong Dai, Jiani Wang, Liwei Zhang

This paper presents a stochastic approximation proximal subgradient (SAPS) method for stochastic convex-concave minimax optimization. By accessing unbiased and variance bounded app…