351 citations · 835 across the 27 of their papers we have counts for
4 papers · 1 filter
Distributed Forward-Backward Methods for Ring Networks
Francisco J. Aragón-Artacho, Yura Malitsky, Matthew K. Tam +1
In this work, we propose and analyse forward-backward-type algorithms for finding a zero of the sum of finitely many monotone operators, which are not based on reduction to a two o…
A first-order primal-dual method with adaptivity to local smoothness
Maria-Luiza Vladarean, Yura Malitsky, Volkan Cevher
We consider the problem of finding a saddle point for the convex-concave objective , where is a convex function with locally…
Resolvent Splitting for Sums of Monotone Operators with Minimal Lifting
Yura Malitsky, Matthew K. Tam
In this work, we study fixed point algorithms for finding a zero in the sum of maximally monotone operators by using their resolvents. More precisely, we consider the cla…
Stochastic Variance Reduction for Variational Inequality Methods
Ahmet Alacaoglu, Yura Malitsky
We propose stochastic variance reduced algorithms for solving convex-concave saddle point problems, monotone variational inequalities, and monotone inclusions. Our framework applie…