937 citations · 4k across the 76 of their papers we have counts for
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John Duchi, Alekh Agarwal, Martin Wainwright
The goal of decentralized optimization over a network is to optimize a global objective formed by a sum of local (possibly nonsmooth) convex functions using only local computation…