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Sulaiman A. Alghunaim
Assistant Professor, Electrical Engineering, Kuwait University
Joined
February 2023
Names
Sulaiman A. Alghunaim
(Preferred)
,
Sulaiman A Alghunaim
Emails
****@ucla.edu
(Confirmed)
,
****@ku.edu.kw
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
ORCID
Career & Education History
Assistant Professor
Electrical Engineering,
Kuwait University
(ku.edu.kw)
2020
–
Present
Advisors, Relations & Conflicts
Coauthor
Bicheng Ying
Present
Coauthor
Ernest K. Ryu
Present
Coauthor
Ming Yan
Present
Expertise
decentralized optimization
Present
distributed processing
Present
federated learning
Present
minimax optimization
Present
Publications
Diffusion stochastic optimization for min-max problems
Haoyuan Cai
,
Sulaiman A. Alghunaim
,
Ali H. Sayed
IEEE Transactions on Signal Processing
Readers:
Everyone
Diffusion optimistic learning for min-max optimization
H. Cai
,
Sulaiman A Alghunaim
,
Ali H. Sayed
IEEE ICASSP
Readers:
Everyone
On the Performance of Gradient Tracking with Local Updates
Edward Duc Hien Nguyen
,
Sulaiman A Alghunaim
,
Kun Yuan
,
Cesar A Uribe
FL-ICML 2023
Readers:
Everyone
On the Performance of Gradient Tracking with Local Updates
Edward Duc Hien Nguyen
,
Kun Yuan
,
Sulaiman A Alghunaim
,
Cesar A Uribe
02 Apr 2023
OpenReview Archive Direct Upload
Readers:
Everyone
Decentralized Proximal Gradient Algorithms with Linear Convergence Rates
Sulaiman A Alghunaim
,
Ernest K. Ryu
,
Kun Yuan
,
Ali H. Sayed
30 Mar 2023
OpenReview Archive Direct Upload
Readers:
Everyone
Linear Convergence of Primal-Dual Gradient Methods and their Performance in Distributed Optimization
Sulaiman A Alghunaim
,
Ali H. Sayed
30 Mar 2023
OpenReview Archive Direct Upload
Readers:
Everyone
A unified and refined convergence analysis for non-convex decentralized learning
Sulaiman A Alghunaim
,
Kun Yuan
30 Mar 2023
OpenReview Archive Direct Upload
Readers:
Everyone
Local Exact-Diffusion for Decentralized Optimization and Learning
Sulaiman A Alghunaim
30 Mar 2023 (modified: 30 Mar 2023)
OpenReview Archive Direct Upload
Readers:
Everyone
On the Performance of Gradient Tracking with Local Updates
Edward Duc Hien Nguyen
,
Sulaiman A. Alghunaim
,
Kun Yuan
,
César A. Uribe
2022 (modified: 17 Apr 2023)
CoRR 2022
Readers:
Everyone
A Unified and Refined Convergence Analysis for Non-Convex Decentralized Learning
Sulaiman A. Alghunaim
,
Kun Yuan
2022 (modified: 17 Apr 2023)
IEEE Trans. Signal Process. 2022
Readers:
Everyone
View all 29 publications
Co-Authors
Ali H. Sayed
Bicheng Ying
Cesar A Uribe
César A. Uribe
Edward Duc Hien Nguyen
Ernest K. Ryu
H. Cai
Haoyuan Cai
João Y. Ishihara
Kun Yuan
Lucas Cassano
Ming Yan
Qi Lyu