Constrained Stochastic Recursive Momentum Successive Convex Approximation

Basil M. Idrees, Lavish Arora, Ketan Rajawat

We consider stochastic optimization problems with non-convex functional constraints, such as those arising in trajectory generation, sparse approximation, and robust classification…