Stochastic Approximation for Expectation Objective and Expectation Inequality-Constrained Nonconvex Optimization

Francisco Facchinei, Vyacheslav Kungurtsev

Stochastic Approximation has been a prominent set of tools for solving problems with noise and uncertainty. Increasingly, it becomes important to solve optimization problems wherei…