@article{flambydatasetsandbenchmarksforcrosssilo, title = {FLamby: Datasets and Benchmarks for Cross-Silo Federated Learning in Realistic Healthcare Settings}, author = {Jean Ogier du Terrail and Samy-Safwan Ayed and Edwige Cyffers and Felix Grimberg and Chaoyang He and Regis Loeb and Paul Mangold and Tanguy Marchand and Othmane Marfoq and Erum Mushtaq and Boris Muzellec and Constantin Philippenko and Santiago Silva and Maria Teleńczuk and Shadi Albarqouni and Salman Avestimehr and Aurélien Bellet and Aymeric Dieuleveut and Martin Jaggi and Sai Praneeth Karimireddy and Marco Lorenzi and Giovanni Neglia and Marc Tommasi and Mathieu Andreux}, year = {2022}, eprint = {2210.04620}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2210.04620v3}, }