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math.OC2023
The Boosted Double-Proximal Subgradient Algorithm for Nonconvex Optimization
Francisco J. Aragón-Artacho, Pedro Pérez-Aros, David Torregrosa-Belén
In this paper we introduce the Boosted Double-proximal Subgradient Algorithm (BDSA), a novel splitting algorithm designed to address general structured nonsmooth and nonconvex math…
math.OC2021
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…