Single-loop Algorithms for Stochastic Non-convex Optimization with Weakly-Convex Constraints

Ming Yang, Gang Li, Quanqi Hu +2

Constrained optimization with multiple functional inequality constraints has significant applications in machine learning. This paper examines a crucial subset of such problems whe…