Marco Lorenzi

Marco Lorenzi

Institut National de Recherche en Informatique et Automatique - Le Chesnay-Rocquencourt / France
Others
AD Scientific Index ID: 4420916
French National Institute for Research in Computer Science and Control
person_outline Marco Lorenzi's MOST POPULAR ARTICLES
1-) Federated learning in distributed medical databases: Meta-analysis of large-scale subcortical brain dataS Silva, BA Gutman, E Romero, PM Thompson, A Altmann, M Lorenzi2019 IEEE 16th international symposium on biomedical imaging (ISBI 2019 …, 20191952019
2-) Clustered Sampling: Low-Variance and Improved Representativity for Clients Selection in Federated LearningY Fraboni, R Vidal, L Kameni, M LorenziProceedings of the 38th International Conference on Machine Learning (ICML …, 20212092021
3-) LCC-Demons: a robust and accurate symmetric diffeomorphic registration algorithmM Lorenzi, N Ayache, GB Frisoni, X Pennec, ...NeuroImage 81, 470-483, 20131962013
4-) Free-rider attacks on model aggregation in federated learningY Fraboni, R Vidal, M LorenziInternational Conference on Artificial Intelligence and Statistics, 1846-1854, 20211582021
5-) Flamby: Datasets and benchmarks for cross-silo federated learning in realistic healthcare settingsJ Ogier du Terrail, SS Ayed, E Cyffers, F Grimberg, C He, R Loeb, ...Advances in Neural Information Processing Systems 35, 5315-5334, 20221382022