Optimal stochastic extragradient schemes for pseudomonotone stochastic variational inequality problems and their variants

Aswin Kannan, Uday V. Shanbhag

We consider the stochastic variational inequality problem in which the map is expectation-valued in a component-wise sense. Much of the available convergence theory and rate statem…