873 citations · 1.8k across the 33 of their papers we have counts for
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math.OC2014
Network Newton
Aryan Mokhtari, Qing Ling, Alejandro Ribeiro
We consider minimization of a sum of convex objective functions where the components of the objective are available at different nodes of a network and nodes are allowed to only co…
math.OC2014★ 11 cited
EXTRA: An Exact First-Order Algorithm for Decentralized Consensus Optimization
Wei Shi, Qing Ling, Gang Wu +1
Recently, there have been growing interests in solving consensus optimization problems in a multi-agent network. In this paper, we develop a decentralized algorithm for the consens…