关注
Sulaiman A. Alghunaim
标题
引用次数
引用次数
年份
Decentralized proximal gradient algorithms with linear convergence rates
SA Alghunaim, EK Ryu, K Yuan, AH Sayed
IEEE Transactions on Automatic Control 66 (6), 2787-2794, 2020
1062020
A linearly convergent proximal gradient algorithm for decentralized optimization
S Alghunaim, K Yuan, AH Sayed
Advances in Neural Information Processing Systems 32, 2019
752019
On the influence of bias-correction on distributed stochastic optimization
K Yuan, SA Alghunaim, B Ying, AH Sayed
IEEE Transactions on Signal Processing 68, 4352-4367, 2020
462020
Linear convergence of primal–dual gradient methods and their performance in distributed optimization
SA Alghunaim, AH Sayed
Automatica 117, 109003, 2020
462020
Distributed coupled multiagent stochastic optimization
SA Alghunaim, AH Sayed
IEEE Transactions on Automatic Control 65 (1), 175-190, 2019
402019
A proximal diffusion strategy for multiagent optimization with sparse affine constraints
SA Alghunaim, K Yuan, AH Sayed
IEEE Transactions on Automatic Control 65 (11), 4554-4567, 2019
392019
A unified and refined convergence analysis for non-convex decentralized learning
SA Alghunaim, K Yuan
IEEE Transactions on Signal Processing 70, 3264-3279, 2022
362022
Removing data heterogeneity influence enhances network topology dependence of decentralized sgd
K Yuan, SA Alghunaim, X Huang
Journal of Machine Learning Research 24 (280), 1-53, 2023
272023
Dual coupled diffusion for distributed optimization with affine constraints
SA Alghunaim, K Yuan, AH Sayed
2018 IEEE Conference on Decision and Control (CDC), 829-834, 2018
162018
On the performance of exact diffusion over adaptive networks
K Yuan, SA Alghunaim, B Ying, AH Sayed
2019 IEEE 58th Conference on Decision and Control (CDC), 4898-4903, 2019
152019
Dual consensus proximal algorithm for multi-agent sharing problems
SA Alghunaim, Q Lyu, M Yan, AH Sayed
IEEE Transactions on Signal Processing 69, 5568-5579, 2021
122021
On the performance of gradient tracking with local updates
EDH Nguyen, SA Alghunaim, K Yuan, CA Uribe
2023 62nd IEEE Conference on Decision and Control (CDC), 4309-4313, 2023
112023
Decentralized exact coupled optimization
SA Alghunaim, K Yuan, AH Sayed
2017 55th Annual Allerton Conference on Communication, Control, and …, 2017
92017
A multi-agent primal-dual strategy for composite optimization over distributed features
SA Alghunaim, M Yan, AH Sayed
2020 28th European Signal Processing Conference (EUSIPCO), 2095-2099, 2021
62021
Team policy learning for multi-agent reinforcement learning
L Cassano, SA Alghunaim, AH Sayed
ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019
62019
An enhanced gradient-tracking bound for distributed online stochastic convex optimization
SA Alghunaim, K Yuan
Signal Processing 217, 109345, 2024
52024
Local exact-diffusion for decentralized optimization and learning
SA Alghunaim
arXiv preprint arXiv:2302.00620, 2023
52023
Distributed coupled learning over adaptive networks
SA Alghunaim, AH Sayed
2018 IEEE International Conference on Acoustics, Speech and Signal …, 2018
52018
Diffusion LMS filter for distributed estimation of systems with stochastic state transition and observation matrices
JY Ishihara, SA Alghunaim
2017 American Control Conference (ACC), 5199-5204, 2017
52017
RandCom: Random communication skipping method for decentralized stochastic optimization
L Guo, SA Alghunaim, K Yuan, L Condat, J Cao
arXiv preprint arXiv:2310.07983, 2023
22023
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