82 citations · 244 across the 12 of their papers we have counts for
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cs.DC2019★ 17 cited
Fully Asynchronous Distributed Optimization with Linear Convergence in Directed Networks
Jiaqi Zhang, Keyou You
We consider the distributed optimization problem, the goal of which is to minimize the sum of local objective functions over a directed network. Though it has been widely studied r…
cs.DC2018★ 73 cited
AsySPA: An Exact Asynchronous Algorithm for Convex Optimization Over Digraphs
Jiaqi Zhang, Keyou You
This paper proposes a novel exact distributed asynchronous subgradient-push algorithm (AsySPA) to solve an additive cost optimization problem over directed graphs where each node o…