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A Newton Tracking Algorithm With Exact Linear Convergence for Decentralized Consensus Optimization

Zhang, JJ; Ling, Q; So, AMC

So, AMC (corresponding author), Chinese Univ Hong Kong, Dept Syst Engn & Engn Management, Shatin, Hong Kong, Hong Kong, Peoples R China.

IEEE TRANSACTIONS ON SIGNAL AND INFORMATION PROCESSING OVER NETWORKS, 2021; 7 (): 346

Abstract

This paper considers the problem of decentralized consensus optimization over a network, where each node holds a strongly convex and twice-differentia......

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