An Adaptive Primal-Dual Framework for Nonsmooth Convex Minimization

Quoc Tran-Dinh, Ahmet Alacaoglu, Olivier Fercoq +1

We propose a new self-adaptive, double-loop smoothing algorithm to solve composite, nonsmooth, and constrained convex optimization problems. Our algorithm is based on Nesterov's sm…