Ali H. Sayed

Full Professor, Electrical and Micro Engineering, EPFL - EPF Lausanne

Joined

July 2019

Names

Ali H. Sayed

Emails

****@epfl.ch (Confirmed)

Personal Links

Career & Education History

Full Professor

Electrical and Micro Engineering, EPFL - EPF Lausanne (epfl.ch)

2017 – Present

Full Professor

Electrical and Computer Engineering, University of California, Los Angeles (ucla.edu)

2001 – 2021

Advisors, Relations & Conflicts

No relations added

Expertise

Distributed optimization

Present

Statistical learning theory

Present

Inference and learning

Present

Publications

Diffusion stochastic optimization for min-max problems
Haoyuan Cai, Sulaiman A. Alghunaim, Ali H. Sayed
- IEEE Transactions on Signal Processing
- Readers: Everyone
Test-Time Collective Classification over Multi-Agent Networks
Ping Hu, Mert Kayaalp, Ali H. Sayed
- ACA-NeurIPS2025 Poster
- Readers: Everyone
Riemannian Diffusion Adaptation for Distributed Optimization on Manifolds
Xiuheng Wang, Ricardo Augusto Borsoi, Cédric Richard, Ali H. Sayed
- ICML 2025 poster
- Readers: Everyone
Diffusion optimistic learning for min-max optimization
H. Cai, Sulaiman A Alghunaim, Ali H. Sayed
- IEEE ICASSP
- 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
Optimality Criteria for LMS and Backpropagation
Babak Hassibi, Ali H. Sayed, Thomas Kailath
- 1993 (modified: 11 Nov 2022)
- NIPS 1993
- Readers: Everyone

Co-Authors