274 citations · 444 across the 26 of their papers we have counts for
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math.OC2017
A New Randomized Block-Coordinate Primal-Dual Proximal Algorithm for Distributed Optimization
Puya Latafat, Nikolaos M. Freris, Panagiotis Patrinos
This paper proposes TriPD, a new primal-dual algorithm for minimizing the sum of a Lipschitz-differentiable convex function and two possibly nonsmooth convex functions, one of whic…
cs.DC2017★ 7 cited
Fully distributed PageRank computation with exponential convergence
Liang Dai, Nikolaos M. Freris
This work studies a fully distributed algorithm for computing the PageRank vector, which is inspired by the Matching Pursuit and features: 1) a fully distributed implementation 2)…