Felix Grimberg

According to our database, Felix Grimberg authored at least 5 papers between 2020 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

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 Telenczuk, Shadi Albarqouni, Salman Avestimehr, Aurélien Bellet, Aymeric Dieuleveut, Martin Jaggi, Sai Praneeth Karimireddy, Marco Lorenzi, Giovanni Neglia, Marc Tommasi, Mathieu Andreux

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021

Optimal Model Averaging: Towards Personalized Collaborative Learning.

Felix Grimberg, Mary-Anne Hartley, Sai Praneeth Karimireddy, Martin Jaggi

CoRR, 2021

WAFFLE: Weighted Averaging for Personalized Federated Learning.

Martin Beaussart, Felix Grimberg, Mary-Anne Hartley, Martin Jaggi

CoRR, 2021

Tournesol: A quest for a large, secure and trustworthy database of reliable human judgments.

Lê-Nguyên Hoang, Louis Faucon, Aidan Jungo, Sergei Volodin, Dalia Papuc, Orfeas Liossatos, Ben Crulis, Mariame Tighanimine, Isabela Constantin, Anastasiia Kucherenko, Alexandre Maurer, Felix Grimberg, Vlad Nitu, Chris Vossen, Sébastien Rouault, El-Mahdi El-Mhamdi

CoRR, 2021

2020

Weight Erosion: An Update Aggregation Scheme for Personalized Collaborative Machine Learning.

Felix Grimberg, Mary-Anne Hartley, Martin Jaggi, Sai Praneeth Karimireddy

Proceedings of the Domain Adaptation and Representation Transfer, and Distributed and Collaborative Learning, 2020