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Ali H. Sayed — most-cited papers & profile · Federated Learning
← authors
·
overview
Ali H. Sayed
12
papers ·
12
citations ·
85
h-index
École Polytechnique Fédérale de Lausanne
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Distributed Adaptive Learning Under Communication Constraints
2021 · 5 citations
Federated Learning under Importance Sampling
2020 · 4 citations
Networked Signal and Information Processing
2022 · 2 citations
Second-Order Guarantees in Centralized, Federated and Decentralized Nonconvex Optimization
2020 · 1 citations
Privatized Graph Federated Learning
2022
On the Fusion Strategies for Federated Decision Making
2023
Asynchronous Diffusion Learning with Agent Subsampling and Local Updates
2024
Causal Influence in Federated Edge Inference
2024
Top co-authors
Stefan Vlaski
· 4
Elsa Rizk
· 3
Mert Kayaalp
· 2
Visa Koivunen
· 2
Yunus Inan
· 2
Emre Telatar
· 1
Jos\'e M. F. Moura
· 1
Kun Yuan
· 1
Marco Carpentiero
· 1
Soummya Kar
· 1
Vincenzo Matta
· 1
Topics
Federated Learning
Optimization
Communication
Data Heterogeneity
Privacy
cs.GT
cs.MA
Edge Computing