Concepedia

Roula Nassif

RN

Statistics

Publications

19

Citations

681

H-Index

16

Active since

2015

Affiliations

Université Côte d'Azur(Current)

École Polytechnique Fédérale de Lausanne

Observatoire de la Côte d’Azur

University of California, Los Angeles

American University of Beirut

Roula Nassif is an author at Université Côte d'Azur specializing in engineering, computer science, and network analysis.

Top concepts

EngineeringComputer ScienceNetwork ScienceNetwork AnalysisData ScienceMachine LearningGraph TheoryGraph ProcessingDistributed LearningSignal Processing

Publications per year

2015–2023

19

Publications

19

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

Proximal Multitask Learning Over Networks With Sparsity-Inducing Coregularization

Roula Nassif, Cédric Richard, Andre Ferrari et al. · IEEE Transactions on Signal Processing · 2016 · 73 citations · Full text

Diffusion LMS for Multitask Problems With Local Linear Equality Constraints

Roula Nassif, Cédric Richard, André Ferrari et al. · IEEE Transactions on Signal Processing · 2017 · 63 citations · Full text

Artificial Intelligence, Mathematical Programming, Diffusion Lms +17

Multitask Diffusion Adaptation Over<?Pub _newline ?>Asynchronous Networks

Roula Nassif, Cédric Richard, André Ferrari et al. · IEEE Transactions on Signal Processing · 2016 · 62 citations · Full text

Multitask Diffusion Lms, Multitask Problems, Engineering +17

Distributed Diffusion Adaptation Over Graph Signals

Roula Nassif, Cédric Richard, Jie Chen et al. · 2018 · 45 citations · Full text

Dynamic Network, Network Science, Machine Learning +13

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