59 citations · 195 across the 37 of their papers we have counts for
Showing 2014 · math.OCShow all
2 papers · 2 filters
math.OC2014★ 18 cited
A Stochastic forward-backward splitting method for solving monotone inclusions in Hilbert spaces
Lorenzo Rosasco, Silvia Villa, Bang Công Vũ
We propose and analyze the convergence of a novel stochastic forward-backward splitting algorithm for solving monotone inclusions given by the sum of a maximal monotone operator an…
math.OC2014
Convergence of Stochastic Proximal Gradient Algorithm
Lorenzo Rosasco, Silvia Villa, Bang Công Vũ
We prove novel convergence results for a stochastic proximal gradient algorithm suitable for solving a large class of convex optimization problems, where a convex objective functio…