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  4. Decentralized Stochastic Non-Convex Optimization Over Weakly Connected Time-Varying Digraphs

Decentralized Stochastic Non-Convex Optimization Over Weakly Connected Time-Varying Digraphs

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IEEE ICASSP 2020 Virtual Conference May 2020
In this paper, we consider decentralized stochastic non-convex optimization over a class of weakly connected digraphs. First, we quantify the convergence behaviors of the weight matrices of this type of digraphs. By leveraging the perturbed push sum proto
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