Sulaiman A. Alghunaim

31 papers A* 1C 1Misc 3Journal 20Unranked 6
YearRankTypeTitle / Venue / Authors
2025 J jnl
Diffusion Stochastic Optimization for Min-Max Problems.
IEEE Trans. Signal Process.
Haoyuan Cai, Sulaiman A. Alghunaim, Ali H. Sayed
2024 J jnl
Accelerated Stochastic Min-Max Optimization Based on Bias-corrected Momentum.
CoRR
Haoyuan Cai, Sulaiman A. Alghunaim, Ali H. Sayed
2024 J jnl
An enhanced gradient-tracking bound for distributed online stochastic convex optimization.
Signal Process.
Sulaiman A. Alghunaim, Kun Yuan
2024 Misc conf
Diffusion Optimistic Learning for Min-Max Optimization.
ICASSP
H. Cai, Sulaiman A. Alghunaim, Ali H. Sayed
2024 J jnl
Diffusion Stochastic Optimization for Min-Max Problems.
CoRR
Haoyuan Cai, Sulaiman A. Alghunaim, Ali H. Sayed
2024 J jnl
Local Exact-Diffusion for Decentralized Optimization and Learning.
IEEE Trans. Autom. Control.
Sulaiman A. Alghunaim
2023 — conf
Achieving Linear Speedup with Network-Independent Learning Rates in Decentralized Stochastic Optimization.
CDC
Hao Yuan, Sulaiman A. Alghunaim, Kun Yuan
2023 — conf
On the Performance of Gradient Tracking with Local Updates.
CDC
Edward Duc Hien Nguyen, Sulaiman A. Alghunaim, Kun Yuan, César A. Uribe
2023 J jnl
RandCom: Random Communication Skipping Method for Decentralized Stochastic Optimization.
CoRR
Luyao Guo, Sulaiman A. Alghunaim, Kun Yuan, Laurent Condat, Jinde Cao
2023 J jnl
Removing Data Heterogeneity Influence Enhances Network Topology Dependence of Decentralized SGD.
J. Mach. Learn. Res.
Kun Yuan, Sulaiman A. Alghunaim, Xinmeng Huang
2022 J jnl
A Unified and Refined Convergence Analysis for Non-Convex Decentralized Learning.
IEEE Trans. Signal Process.
Sulaiman A. Alghunaim, Kun Yuan
2022 J jnl
On the Performance of Gradient Tracking with Local Updates.
CoRR
Edward Duc Hien Nguyen, Sulaiman A. Alghunaim, Kun Yuan, César A. Uribe
2021 J jnl
A Unified and Refined Convergence Analysis for Non-Convex Decentralized Learning.
CoRR
Sulaiman A. Alghunaim, Kun Yuan
2021 J jnl
Decentralized Proximal Gradient Algorithms With Linear Convergence Rates.
IEEE Trans. Autom. Control.
Sulaiman A. Alghunaim, Ernest K. Ryu, Kun Yuan, Ali H. Sayed
2021 J jnl
Dual Consensus Proximal Algorithm for Multi-Agent Sharing Problems.
IEEE Trans. Signal Process.
Sulaiman A. Alghunaim, Qi Lyu, Ming Yan, Ali H. Sayed
2021 J jnl
Removing Data Heterogeneity Influence Enhances Network Topology Dependence of Decentralized SGD.
CoRR
Kun Yuan, Sulaiman A. Alghunaim
2020 — conf
A Multi-Agent Primal-Dual Strategy for Composite Optimization over Distributed Features.
EUSIPCO
Sulaiman A. Alghunaim, Ming Yan, Ali H. Sayed
2020 J jnl
A Multi-Agent Primal-Dual Strategy for Composite Optimization over Distributed Features.
CoRR
Sulaiman A. Alghunaim, Ming Yan, Ali H. Sayed
2020 J jnl
A Proximal Diffusion Strategy for Multiagent Optimization With Sparse Affine Constraints.
IEEE Trans. Autom. Control.
Sulaiman A. Alghunaim, Kun Yuan, Ali H. Sayed
2020 J jnl
Distributed Coupled Multiagent Stochastic Optimization.
IEEE Trans. Autom. Control.
Sulaiman A. Alghunaim, Ali H. Sayed
2020 J jnl
Linear convergence of primal-dual gradient methods and their performance in distributed optimization.
Autom.
Sulaiman A. Alghunaim, Ali H. Sayed
2020 J jnl
On the Influence of Bias-Correction on Distributed Stochastic Optimization.
IEEE Trans. Signal Process.
Kun Yuan, Sulaiman A. Alghunaim, Bicheng Ying, Ali H. Sayed
2019 A* conf
A Linearly Convergent Proximal Gradient Algorithm for Decentralized Optimization.
NeurIPS
Sulaiman A. Alghunaim, Kun Yuan, Ali H. Sayed
2019 J jnl
A Linearly Convergent Proximal Gradient Algorithm for Decentralized Optimization.
CoRR
Sulaiman A. Alghunaim, Kun Yuan, Ali H. Sayed
2019 — conf
On the Performance of Exact Diffusion over Adaptive Networks.
CDC
Kun Yuan, Sulaiman A. Alghunaim, Bicheng Ying, Ali H. Sayed
2019 J jnl
On the Performance of Exact Diffusion over Adaptive Networks.
CoRR
Kun Yuan, Sulaiman A. Alghunaim, Bicheng Ying, Ali H. Sayed
2019 Misc conf
Team Policy Learning for Multi-agent Reinforcement Learning.
ICASSP
Lucas Cassano, Sulaiman A. Alghunaim, Ali H. Sayed
2018 Misc conf
Distributed Coupled Learning Over Adaptive Networks.
ICASSP
Sulaiman A. Alghunaim, Ali H. Sayed
2018 — conf
Dual Coupled Diffusion for Distributed Optimization with Affine Constraints.
CDC
Sulaiman A. Alghunaim, Kun Yuan, Ali H. Sayed
2017 — conf
Decentralized exact coupled optimization.
Allerton
Sulaiman A. Alghunaim, Kun Yuan, Ali H. Sayed
2017 C conf
Diffusion LMS filter for distributed estimation of systems with stochastic state transition and observation matrices.
ACC
João Y. Ishihara, Sulaiman A. Alghunaim