A Novel Catalyst Scheme for Stochastic Minimax Optimization

Guanghui Lan, Yan Li

This paper presents a proximal-point-based catalyst scheme for simple first-order methods applied to convex minimization and convex-concave minimax problems. In particular, for smo…