Beyond Convexity: Proximal-Perturbed Lagrangian Methods for Efficient Functional Constrained Optimization

Sang Bin Moon, Jong Gwang Kim, Ashish Chandra +2

Non-convex functional constrained optimization problems have gained substantial attention in machine learning and data science, addressing broad requirements that typically go beyo…