Stochastic Variance Reduction for Variational Inequality Methods

Ahmet Alacaoglu, Yura Malitsky

Abstract: We propose stochastic variance reduced algorithms for solving convex-concave saddle point problems, monotone variational inequalities, and monotone inclusions. Our framework applies to extragradien...