SA
Sulaiman Alghunaim
math.OCcs.LGcs.DCstat.MLcs.SYeess.SY
On Valency
published · living versionsW_zbf3qjfe·v1 · currentpublished
On the Limits of Stochastic Push-Pull over Time-Varying Digraphs
with Feiming Wang, Yutong He, Kun Yuan
1 version
Preprints & journals
20 papers in the corpus · 2017–2026CED-EF: Compressed Exact Diffusion with Error Feedback for Multi-Agent Learning2608.23013v1 · Sulaiman A. Alghunaim, Kun Yuan2026 · 0 citationsarXiv
Stochastic Gradient Tracking over Time-Varying Networks: One-Step Lyapunov Analysis2608.16271v1 · Sulaiman A. Alghunaim2026 · 0 citationsarXiv
DAMA: A Unified Accelerated Approach for Decentralized Nonconvex Minimax Optimization-Part I: Algorithm Development and Results2512.13920v1 · Haoyuan Cai, Sulaiman A. Alghunaim, Ali H. Sayed2025 · 0 citationsarXiv
DAMA: A Unified Accelerated Approach for Decentralized Nonconvex Minimax Optimization-Part II: Convergence and Performance Analyses2512.13923v1 · Haoyuan Cai, Sulaiman A. Alghunaim, Ali H. Sayed2025 · 0 citationsarXiv
Communication-Efficient Decentralized Stochastic Minimax Optimization2507.21901v3 · Haoyuan Cai, Sulaiman A. Alghunaim, Ali H. Sayed2025 · 0 citationsarXiv
Accelerated Stochastic Min-Max Optimization Based on Bias-corrected Momentum2406.13041v3 · Haoyuan Cai, Sulaiman A. Alghunaim, Ali H.Sayed2024 · 0 citationsarXiv
Diffusion Stochastic Optimization for Min-Max Problems2401.14585v1 · Haoyuan Cai, Sulaiman A. Alghunaim, Ali H. Sayed2024 · 6 citationsarXiv
Achieving Linear Speedup with ProxSkip in Distributed Stochastic Optimization2310.07983v7 · Luyao Guo, Sulaiman A. Alghunaim, Kun Yuan et al.2023 · 1 citationarXiv
Local Exact-Diffusion for Decentralized Optimization and Learning2302.00620v2 · Sulaiman A. Alghunaim2023 · 21 citationsarXiv
An Enhanced Gradient-Tracking Bound for Distributed Online Stochastic Convex Optimization2301.02855v1 · Sulaiman A. Alghunaim, Kun Yuan2023 · 12 citationsarXiv
On the Performance of Gradient Tracking with Local Updates2210.04757v2 · Edward Duc Hien Nguyen, Sulaiman A. Alghunaim, Kun Yuan et al.2022 · 18 citationsarXiv
A Unified and Refined Convergence Analysis for Non-Convex Decentralized Learning2110.09993v2 · Sulaiman A. Alghunaim, Kun Yuan2021 · 50 citationsarXiv
Removing Data Heterogeneity Influence Enhances Network Topology Dependence of Decentralized SGD2105.08023v2 · Kun Yuan, Sulaiman A. Alghunaim, Xinmeng Huang2021 · 12 citationsarXiv
A Multi-Agent Primal-Dual Strategy for Composite Optimization over Distributed Features2006.08722v1 · Sulaiman A. Alghunaim, Ming Yan, Ali H. Sayed2020 · 8 citationsarXiv
Decentralized Proximal Gradient Algorithms with Linear Convergence Rates1909.06479v3 · Sulaiman A. Alghunaim, Ernest K. Ryu, Kun Yuan et al.2019 · 119 citationsarXiv
A Linearly Convergent Proximal Gradient Algorithm for Decentralized Optimization1905.07996v2 · Sulaiman A. Alghunaim, Kun Yuan, Ali H. Sayed2019 · 53 citationsarXiv
Linear Convergence of Primal-Dual Gradient Methods and their Performance in Distributed Optimization1904.01196v2 · Sulaiman A. Alghunaim, Ali H. Sayed2019 · 53 citationsarXiv
On the Influence of Bias-Correction on Distributed Stochastic Optimization1903.10956v2 · Kun Yuan, Sulaiman A. Alghunaim, Bicheng Ying et al.2019 · 65 citationsarXiv
A Proximal Diffusion Strategy for Multi-Agent Optimization with Sparse Affine Constraints1810.02124v2 · Sulaiman A. Alghunaim, Kun Yuan, Ali H. Sayed2018 · 37 citationsarXiv
Distributed Coupled Multi-Agent Stochastic Optimization1712.08817v3 · Sulaiman A. Alghunaim, Ali H. Sayed2017 · 59 citationsarXiv
Career total: 32 works. 20 are in this corpus.
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