Jun-Hyun Kim

Solving Stochastic Variational Inequalities without the Bounded Variance Assumption

We analyze algorithms for solving stochastic variational inequalities (VI) without the bounded variance or bounded domain assumptions, where our main focus is min-max optimization with possibly unbounded constraint sets. We focus on two classes of problems: monotone VIs; and structured nonmonotone V…