Abhishek Chakraborty

Randomized Feasibility Methods for Constrained Optimization with Adaptive Step Sizes

We consider minimizing an objective function subject to constraints defined by the intersection of lower-level sets of convex functions. We study two cases: (i) strongly convex and Lipschitz-smooth objective function and (ii) convex but possibly nonsmooth objective function. To deal with the constra…