Concepedia

Othmane Marfoq

OM

7

Publications

284

Citations

7

H-Index

2020

Active since

Affiliations

Observatoire de la Côte d’Azur(Current)

Université Côte d'Azur

Accenture (Switzerland)

Othmane Marfoq is an author at Observatoire de la Côte d’Azur specializing in federated learning, computer science, and engineering.

Top concepts

EngineeringComputer ScienceMachine LearningFederated LearningDistributed LearningData ScienceKnowledge DiscoveryArtificial IntelligenceDeep LearningEdge Computing

Publications per year

2020–2023

7

Publications

7

Federated Multi-Task Learning under a Mixture of Distributions

Othmane Marfoq, Giovanni Neglia, Aurélien Bellet et al. · arXiv (Cornell University) · 2021 · 79 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +16

FLamby: Datasets and Benchmarks for Cross-Silo Federated Learning in\n Realistic Healthcare Settings

Jean Ogier du Terrail, Samy-Safwan Ayed, Edwige Cyffers et al. · arXiv (Cornell University) · 2022 · 53 citations · Full text

Throughput-Optimal Topology Design for Cross-Silo Federated Learning

Othmane Marfoq, Chuan Xu, Giovanni Neglia · arXiv (Cornell University) · 2020 · 50 citations · Full text

Cluster Computing, Engineering, Machine Learning +18

FLamby: Datasets and Benchmarks for Cross-Silo Federated Learning in Realistic Healthcare Settings

Jean Ogier du Terrail, Samy-Safwan Ayed, Edwige Cyffers et al. · arXiv (Cornell University) · 2022 · 39 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +19

Federated Learning under Heterogeneous and Correlated Client Availability

Angelo Rodio, Francescomaria Faticanti, Othmane Marfoq et al. · 2023 · 23 citations · Full text

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