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Removing Data Heterogeneity Influence Enhances Network Topology Dependence of Decentralized SGD


May 17, 2021
Kun Yuan, Sulaiman A. Alghunaim


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A Multi-Agent Primal-Dual Strategy for Composite Optimization over Distributed Features


Jun 15, 2020
Sulaiman A. Alghunaim, Ming Yan, Ali H. Sayed

* To appear in European Signal Processing Conference (EUSIPCO) 2020 

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On the Performance of Exact Diffusion over Adaptive Networks


Mar 26, 2019
Kun Yuan, Sulaiman A. Alghunaim, Bicheng Ying, Ali H. Sayed

* 10 pages, 1 figure, submitted for publication 

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