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

Item #:

068431-0384

Details

DOI: https://doi.org/10.52202/068431-0384
Author(s): Shadi Albarqouni, Mathieu Andreux, Salman Avestimehr, Samy-Safwan Ayed, Aurélien Bellet, Edwige Cyffers, Aymeric Dieuleveut, Felix Grimberg, Chaoyang He, Martin Jaggi, Sai Praneeth Karimireddy, Regis Loeb, Marco Lorenzi, Paul Mangold, et al.
Pages: 5315-5334 (20 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 35
Date/Location: Held 28 November - 9 December 2022, New Orleans, Louisiana, USA.
Series: Advances in Neural Information Processing Systems 35
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)

DOI: https://doi.org/10.52202/068431-0384
Author(s): Shadi Albarqouni, Mathieu Andreux, Salman Avestimehr, Samy-Safwan Ayed, Aurélien Bellet, Edwige Cyffers, Aymeric Dieuleveut, Felix Grimberg, Chaoyang He, Martin Jaggi, Sai Praneeth Karimireddy, Regis Loeb, Marco Lorenzi, Paul Mangold, et al.
Pages: 5315-5334 (20 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 35
Date/Location: Held 28 November - 9 December 2022, New Orleans, Louisiana, USA.
Series: Advances in Neural Information Processing Systems 35
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)