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Sulaiman A. Alghunaim

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Diffusion Stochastic Optimization for Min-Max Problems

Jan 26, 2024
Haoyuan Cai, Sulaiman A. Alghunaim, Ali H. Sayed

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RandCom: Random Communication Skipping Method for Decentralized Stochastic Optimization

Oct 12, 2023
Luyao Guo, Sulaiman A. Alghunaim, Kun Yuan, Laurent Condat, Jinde Cao

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On the Performance of Gradient Tracking with Local Updates

Oct 10, 2022
Edward Duc Hien Nguyen, Sulaiman A. Alghunaim, Kun Yuan, César A. Uribe

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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

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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

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