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Ali H. Sayed

ecole polytechnique federale de lausanne

86H-index
1.0KPaper Count
3.8WCitation Count
Published Papers 111
Publication Date
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Decentralized Primal-Dual Learning Over Directed Graphs
errIEEE Transactions on Signal Processing
IF5.8
err2026-07-20
err0
PREAI
errSheng Zhang; Hongyu Han; Hongyang Chen; Ali H. Sayed
errShare
errSave
Performance Evaluation of Social Learning
errIEEE Transactions on Signal Processing
IF5.8
err2026-06-26
err0
errOAAI
errFelice Scala; Marco Carpentiero; Vincenzo Matta; Ali H. Sayed
errShare
errSave
Diffusion Stochastic Learning Over Adaptive Competing Networks
errIEEE Transactions on Signal Processing
IF5.8
err2026-02-20
err0
PREAI
errYike Zhao; Haoyuan Cai; Ali H. Sayed
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errSave
Non-asymptotic performance of social machine learning under limited data
errSIGNAL PROCESSING
IF3.6
err2025-05-01
err0
errOAAI
errHu, Ping; Bordignon, Virginia; Kayaalp, Mert; Sayed, Ali H.
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errSave
Graph Exploration for Effective Multiagent Q-Learning
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2025-03-01
err0
errOAAI
errZhaikhan, Ainur; Sayed, Ali H.
errShare
errSave
Adaptive Social Learning for Slow Markov Chains
errIEEE Transactions on Signal Processing
IF5.8
err2025-01-01
err0
PREAI
errMalek Khammassi; Virginia Bordignon; Vincenzo Matta; Ali H. Sayed
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errSave
Differential Error Feedback for Communication-Efficient Decentralized Learning
errieee transactions on image processing
IF5.8
err2025-01-01
err0
errOAAI
errRoula Nassif; Stefan Vlaski; Marco Carpentiero; Vincenzo Matta; Ali H. Sayed
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errSave
Minimizing the Probability of Error for Decision Making Over Graphs
errIEEE Open Journal of Signal Processing
IF2.7
err2025-01-01
err0
errOAAI
errPing Hu; Mert Kayaalp; Ali H. Sayed
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errSave
Masked Diffusion Strategy for Privacy-Preserving Distributed Learning
errIEEE Transactions on Information Forensics and Security
IF8
err2025-01-01
err0
PREAI
errHongyu Han; Sheng Zhang; Hongyang Chen; Ali H. Sayed
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errSave
Socially Intelligent Networks: A framework for decision making over graphs
errIEEE SIGNAL PROCESSING MAGAZINE
IF9.6
err2024-07-01
err0
PREAI
errBordignon, Virginia; Matta, Vincenzo; Sayed, Ali H.
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errSave
On the Arithmetic and Geometric Fusion of Beliefs for Distributed Inference
errIEEE TRANSACTIONS ON AUTOMATIC CONTROL
IF7
err2024-04-01
err9
errOAAI
errKayaalp, Mert; Inan, Yunus; Telatar, Emre; Sayed, Ali H.
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errSave
Compressed Regression Over Adaptive Networks
errIEEE TRANSACTIONS ON SIGNAL AND INFORMATION PROCESSING OVER NETWORKS
IF4.9
err2024-01-01
err0
errOAAI
errCarpentiero, Marco; Matta, Vincenzo; Sayed, Ali H.
errShare
errSave
Detection of Malicious Agents in Social Learning
errieee signal processing magazine
IF3.9
err2024-01-01
err0
errOAAI
errShumovskaia, Valentina; Kayaalp, Mert; Sayed, Ali H.
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errSave
Networked Signal and Information Processing: Learning by multiagent systems
errIEEE SIGNAL PROCESSING MAGAZINE
IF9.6
err2023-07-01
err6
errOAAI
errVlaski, Stefan; Kar, Soummya; Sayed, Ali H.; Moura, Jose M. F.
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errSave
Second-Order Guarantees of Stochastic Gradient Descent in Nonconvex Optimization
errIEEE TRANSACTIONS ON AUTOMATIC CONTROL
IF7
err2022-12-01
err9
errOAAI
errVlaski, Stefan; Sayed, Ali H.
errShare
errSave
Decision-making algorithms for learning and adaptation with application to COVID-19 data
errSIGNAL PROCESSING
IF3.6
err2022-05-01
err4
errOAAI
errMarano, Stefano; Sayed, Ali H.
errShare
errSave
Regularized Diffusion Adaptation via Conjugate Smoothing
errIEEE TRANSACTIONS ON AUTOMATIC CONTROL
IF7
err2022-05-01
err3
errOAAI
errVlaski, Stefan; Vandenberghe, Lieven; Sayed, Ali H.
errShare
errSave
Explainability and Graph Learning From Social Interactions
errIEEE TRANSACTIONS ON SIGNAL AND INFORMATION PROCESSING OVER NETWORKS
IF4.9
err2022-01-01
err6
errOAAI
errShumovskaia, Valentina; Ntemos, Konstantinos; Vlaski, Stefan; Sayed, Ali H.
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errSave
Decentralized Proximal Gradient Algorithms With Linear Convergence Rates
errIEEE TRANSACTIONS ON AUTOMATIC CONTROL
IF7
err2021-06-01
err60
errOAAI
errAlghunaim, Sulaiman A.; Ryu, Ernest K.; Yuan, Kun; Sayed, Ali H.
errShare
errSave
Multiagent Fully Decentralized Value Function Learning With Linear Convergence Rates
errIEEE TRANSACTIONS ON AUTOMATIC CONTROL
IF7
err2021-04-01
err13
errOAAI
errCassano, Lucas; Yuan, Kun; Sayed, Ali H.
errShare
errSave

Research Directions

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