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Home/Authors/Aymeric Dieuleveut

Aymeric Dieuleveut

Topic trends: 32,543 papers · similarity ≥ 0.4 · year ≥ 2024 · Data sourced from Semantic Scholar

34,598 papers | Abstracts: 31,650 (91.5%) | Citations: 34,598 (100.0%) | arXiv: 26,074 (75.4%)

Built: Feb 15, 2026, 7:56 AM AMS

8

papers

265

total citations

papers (8)

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

NEURIPS 2022arXiv

Preserved central model for faster bidirectional compression in distributed settings

NEURIPS 2021arXiv

Sliced-Wasserstein Estimation with Spherical Harmonics as Control Variates

Unified Breakdown Analysis for Byzantine Robust Gossip

Random features models: a way to study the success of naive imputation

Compressed and distributed least-squares regression: convergence rates with applications to federated learning

Federated-EM with heterogeneity mitigation and variance reduction

Debiasing Averaged Stochastic Gradient Descent to handle missing values