Proximal Splitting Algorithms for Convex Optimization: A Tour of Recent Advances, with New Twists

Laurent Condat, Daichi Kitahara, Andrés Contreras +1

Convex nonsmooth optimization problems, whose solutions live in very high dimensional spaces, have become ubiquitous. To solve them, the class of first-order algorithms known as pr…