873 citations · 1.8k across the 33 of their papers we have counts for
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math.OC2013★ 53 cited
On the Convergence of Decentralized Gradient Descent
Kun Yuan, Qing Ling, Wotao Yin
Consider the consensus problem of minimizing where each is only known to one individual agent out of a connected network of agents. All the…
math.OC2013★ 873 cited
On the Linear Convergence of the ADMM in Decentralized Consensus Optimization
Wei Shi, Qing Ling, Kun Yuan +2
In decentralized consensus optimization, a connected network of agents collaboratively minimize the sum of their local objective functions over a common decision variable, where th…