351 citations · 1.2k across the 14 of their papers we have counts for
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math.OC2016
Distributed Dictionary Learning
Amir Daneshmand, Gesualdo Scutari, Francisco Facchinei
The paper studies distributed Dictionary Learning (DL) problems where the learning task is distributed over a multi-agent network with time-varying (nonsymmetric) connectivity. Thi…
math.OC2016
Asynchronous Parallel Algorithms for Nonconvex Optimization
Loris Cannelli, Francisco Facchinei, Vyacheslav Kungurtsev +1
We propose a new asynchronous parallel block-descent algorithmic framework for the minimization of the sum of a smooth nonconvex function and a nonsmooth convex one, subject to bot…