Random Multi-Constraint Projection: Stochastic Gradient Methods for Convex Optimization with Many Constraints

Mengdi Wang, Yichen Chen, Jialin Liu +1

Consider convex optimization problems subject to a large number of constraints. We focus on stochastic problems in which the objective takes the form of expected values and the fea…