86 citations · 685 across the 45 of their papers we have counts for
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math.OC2015★ 58 cited
A Coordinate Descent Primal-Dual Algorithm with Large Step Size and Possibly Non Separable Functions
Olivier Fercoq, Pascal Bianchi
This paper introduces a coordinate descent version of the Vũ-Condat algorithm. By coordinate descent, we mean that only a subset of the coordinates of the primal and dual iterates…
math.OC2015
A Smooth Primal-Dual Optimization Framework for Nonsmooth Composite Convex Minimization
Quoc Tran-Dinh, Olivier Fercoq, Volkan Cevher
We propose a new first-order primal-dual optimization framework for a convex optimization template with broad applications. Our optimization algorithms feature optimal convergence…