Concepedia

Stefan Vlaski

SV

Statistics

Publications

22

Citations

563

H-Index

16

Active since

2015

Affiliations

École Polytechnique Fédérale de Lausanne(Current)

University of California, Los Angeles

Université Côte d'Azur

American University of Beirut

Imperial College London

Stefan Vlaski is an author at École Polytechnique Fédérale de Lausanne specializing in engineering, computer science, and machine learning.

Top concepts

EngineeringComputer ScienceMachine LearningDistributed LearningData ScienceNetwork AnalysisNetwork ScienceStochastic OptimizationDistributed OptimizationGraph Theory

Publications per year

2015–2023

22

Publications

22

Multitask Learning Over Graphs: An Approach for Distributed, Streaming Machine Learning

Roula Nassif, Stefan Vlaski, Cédric Richard et al. · IEEE Signal Processing Magazine · 2020 · 87 citations · Full text

Federated Learning Under Importance Sampling

Elsa Rizk, Stefan Vlaski, Ali H. Sayed · IEEE Transactions on Signal Processing · 2022 · 41 citations

Artificial Intelligence, Engineering, Machine Learning +12

Learning Over Multitask Graphs—Part I: Stability Analysis

Roula Nassif, Stefan Vlaski, Cédric Richard et al. · SHILAP Revista de lepidopterología · 2020 · 36 citations · Full text

Adaptation and Learning Over Networks Under Subspace Constraints—Part I: Stability Analysis

Roula Nassif, Stefan Vlaski, Ali H. Sayed · IEEE Transactions on Signal Processing · 2020 · 35 citations · Full text

Mathematical Programming, Engineering, Machine Learning +23

Quantization for Decentralized Learning Under Subspace Constraints

Roula Nassif, Stefan Vlaski, Marco Carpentiero et al. · IEEE Transactions on Signal Processing · 2023 · 32 citations · Full text

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