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Aymeric Dieuleveut
Aymeric Dieuleveut
8
papers
265
total citations
papers (8)
FLamby: Datasets and Benchmarks for Cross-Silo Federated Learning in Realistic Healthcare Settings
NEURIPS 2022
arXiv
201
citations
Preserved central model for faster bidirectional compression in distributed settings
NEURIPS 2021
arXiv
35
citations
Sliced-Wasserstein Estimation with Spherical Harmonics as Control Variates
ICML 2024
arXiv
9
citations
Unified Breakdown Analysis for Byzantine Robust Gossip
ICML 2025
arXiv
8
citations
Random features models: a way to study the success of naive imputation
ICML 2024
arXiv
7
citations
Compressed and distributed least-squares regression: convergence rates with applications to federated learning
ICML 2025
arXiv
5
citations
Federated-EM with heterogeneity mitigation and variance reduction
NEURIPS 2021
0
citations
Debiasing Averaged Stochastic Gradient Descent to handle missing values
NEURIPS 2020
0
citations