Stochastic Approximation Proximal Method of Multipliers for Convex Stochastic Programming

Liwei Zhang, Yule Zhang, Jia Wu

This paper considers the problem of minimizing a convex expectation function over a closed convex set, coupled with a set of inequality convex expectation constraints. We present a…