University Hospital Bonn; University of California, Berkeley; University of Southern California; Owkin, Inc; FedML, Inc.; Univ. Lille, Inria, CNRS, Centrale Lille, UMR 9189 - CRIStAL, F-59000 Lille, France; EPFL; Inria, Université Côte d’Azur, Sophia Antipolis, France; CMAP, UMR 7641, École Polytechnique, Institut Polytechnique de Paris
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
Federated Learning;Healthcare
FLamby: Datasets and Benchmarks for Cross-Silo Federated Learning in Realistic Healthcare Settings