Stochastic forward-backward and primal-dual approximation algorithms with application to online image restoration

Patrick L. Combettes, Jean-Christophe Pesquet

Stochastic approximation techniques have been used in various contexts in data science. We propose a stochastic version of the forward-backward algorithm for minimizing the sum of…