Parallel Stochastic Optimization Framework for Large-Scale Non-Convex Stochastic Problems

Naeimeh Omidvar, An Liu, Vincent Lau +2

In this paper, we consider the problem of stochastic optimization, where the objective function is in terms of the expectation of a (possibly non-convex) cost function that is para…