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Sulaiman A. Alghunaim
Observed names:
Alghunaim, Sulaiman,
Alghunaim, Sulaiman A.,
S. A. Alghunaim
Institutions:
Peking University,
Kuwait University
Observed institutions:
University of California, Los Angeles,
Peking University,
Kuwait University,
École Polytechnique Fédérale de Lausanne
ORCID:
0000-0001-5212-7474
Observed ORCID:
0000-0001-5212-7474
OpenAlex ID:
A5029829384
Decentralized Proximal Gradient Algorithms With Linear Convergence Rates
2020
·
Sulaiman A. Alghunaim
, Ernest K. Ryu
, et al.
·
IEEE Transactions on Automatic Control
·
126
PDF
On the Influence of Bias-Correction on Distributed Stochastic Optimization
2020
·
Kun Yuan
, Sulaiman A. Alghunaim
, et al.
·
IEEE Transactions on Signal Processing
·
70
PDF
A Unified and Refined Convergence Analysis for Non-Convex Decentralized Learning
2022
·
Sulaiman A. Alghunaim
, Kun Yuan
·
IEEE Transactions on Signal Processing
·
67
PDF
Linear convergence of primal–dual gradient methods and their performance in distributed optimization
2020
·
Sulaiman A. Alghunaim
, Ali H. Sayed
·
Automatica
·
60
PDF
Distributed Coupled Multiagent Stochastic Optimization
2019
·
Sulaiman A. Alghunaim
, Ali H. Sayed
·
IEEE Transactions on Automatic Control
·
60
PDF
A Linearly Convergent Proximal Gradient Algorithm for Decentralized Optimization
2019
·
Alghunaim, Sulaiman A.
, Yuan, Kun
, et al.
·
arXiv (Cornell University)
·
56
PDF
A Proximal Diffusion Strategy for Multiagent Optimization With Sparse Affine Constraints
2019
·
Sulaiman A. Alghunaim
, Kun Yuan
, et al.
·
IEEE Transactions on Automatic Control
·
40
PDF
Local Exact-Diffusion for Decentralized Optimization and Learning
2024
·
Sulaiman A. Alghunaim
·
IEEE Transactions on Automatic Control
·
27
PDF
On the Performance of Gradient Tracking with Local Updates
2023
·
Edward Duc Hien Nguyen
, Sulaiman A. Alghunaim
, et al.
·
IEEE Conference on Decision and Control (CDC)
·
24
PDF
Removing Data Heterogeneity Influence Enhances Network Topology Dependence of Decentralized SGD
2021
·
Yuan, Kun
, Alghunaim, Sulaiman A.
, et al.
·
arXiv (Cornell University)
·
24
PDF
Dual Consensus Proximal Algorithm for Multi-Agent Sharing Problems
2021
·
Sulaiman A. Alghunaim
, Qi Lyu
, et al.
·
IEEE Transactions on Signal Processing
·
20
An enhanced gradient-tracking bound for distributed online stochastic convex optimization
2023
·
Sulaiman A. Alghunaim
, Kun Yuan
·
Signal Processing
·
15
PDF
On the Performance of Exact Diffusion over Adaptive Networks
2019
·
K. Yuan
, S. A. Alghunaim
, et al.
·
IEEE Conference on Decision and Control (CDC)
·
10
Dual Coupled Diffusion for Distributed Optimization with Affine Constraints
2018
·
S. A. Alghunaim
, K. Yuan
, et al.
·
IEEE Conference on Decision and Control (CDC)
·
10
A Multi-Agent Primal-Dual Strategy for Composite Optimization over Distributed Features
2020
·
Sulaiman A. Alghunaim
, Ming Yan
, et al.
·
European Signal Processing Conference (EUSIPCO)
·
8
PDF
Decentralized exact coupled optimization
2017
·
Sulaiman A. Alghunaim
, Kun Yuan
, et al.
·
Allerton Conference on Communication, Control, and Computing
·
8
Diffusion Stochastic Optimization for Min-Max Problems
2024
·
Haoyuan Cai
, Sulaiman A. Alghunaim
, et al.
·
IEEE Transactions on Signal Processing
·
6
PDF
Team Policy Learning for Multi-agent Reinforcement Learning
2019
·
Lucas Cassano
, Sulaiman A. Alghunaim
, et al.
·
IEEE International Conference on Acoustics Speech and Signal Processing
·
6
Accelerated Stochastic Min-Max Optimization Based on Bias-Corrected Momentum
2026
·
Haoyuan Cai
, Sulaiman A. Alghunaim
, et al.
·
IEEE Transactions on Automatic Control
·
5
PDF
Distributed Coupled Learning Over Adaptive Networks
2018
·
Sulaiman A. Alghunaim
, Ali H. Sayed
·
IEEE International Conference on Acoustics Speech and Signal Processing
·
4
Diffusion LMS filter for distributed estimation of systems with stochastic state transition and observation matrices
2017
·
Joao Y. Ishihara
, Sulaiman A. Alghunaim
·
Proceedings of the ... American Control Conference/Proceedings of the American Control Conference
·
4
Achieving Linear Speedup With ProxSkip in Distributed Stochastic Optimization
2026
·
Luyao Guo
, Sulaiman A. Alghunaim
, et al.
·
IEEE Transactions on Control of Network Systems
·
3
PDF
Diffusion Optimistic Learning for Min-Max Optimization
2024
·
H. Cai
, S. A. Alghunaim
, et al.
·
IEEE International Conference on Acoustics Speech and Signal Processing
·
3
On the Performance and Linear Convergence of Decentralized Primal-Dual Methods
2020
·
Sulaiman A. Alghunaim
·
eScholarship (California Digital Library)
·
3
PDF
DAMA: A Unified Accelerated Approach for Decentralized Nonconvex Minimax Optimization-Part I: Algorithm Development and Results
2025
·
Cai, Haoyuan
, Alghunaim, Sulaiman A.
, et al.
·
arXiv (Cornell University)
·
2
PDF
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Works count:
34
Citation count:
667
H-index:
12
I10-index:
14
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