Marfoq, Othmane

6 publications

AAAI 2025 Attribute Inference Attacks for Federated Regression Tasks Francesco Diana, Othmane Marfoq, Chuan Xu, Giovanni Neglia, Frédéric Giroire, Eoin Thomas

AISTATS 2023 Federated Learning for Data Streams Othmane Marfoq, Giovanni Neglia, Laetitia Kameni, Richard Vidal

NeurIPS 2022 FLamby: Datasets and Benchmarks for Cross-Silo Federated Learning in Realistic Healthcare Settings Jean Ogier du Terrail, Samy-Safwan Ayed, Edwige Cyffers, Felix Grimberg, Chaoyang He, Regis Loeb, Paul Mangold, Tanguy Marchand, Othmane Marfoq, Erum Mushtaq, Boris Muzellec, Constantin Philippenko, Santiago Silva, Maria Teleńczuk, Shadi Albarqouni, Salman Avestimehr, Aurélien Bellet, Aymeric Dieuleveut, Martin Jaggi, Sai Praneeth Karimireddy, Marco Lorenzi, Giovanni Neglia, Marc Tommasi, Mathieu Andreux

ICML 2022 Personalized Federated Learning Through Local Memorization Othmane Marfoq, Giovanni Neglia, Richard Vidal, Laetitia Kameni

NeurIPS 2021 Federated Multi-Task Learning Under a Mixture of Distributions Othmane Marfoq, Giovanni Neglia, Aurélien Bellet, Laetitia Kameni, Richard Vidal

NeurIPS 2020 Throughput-Optimal Topology Design for Cross-Silo Federated Learning Othmane Marfoq, Chuan Xu, Giovanni Neglia, Richard Vidal