Aymeric Dieuleveut

Statistics

Publications

Citations

604

H-Index

Active since

2016

Affiliations

Centre de Mathématiques Appliquées de l'École polytechnique(Current)

École Polytechnique

École Polytechnique Fédérale de Lausanne

École Normale Supérieure

Center for MathematicaL studies and their Applications

Aymeric Dieuleveut is an author at Centre de Mathématiques Appliquées de l'École polytechnique specializing in engineering, machine learning, and computer science.

ORCID

Top concepts

EngineeringMachine LearningComputer ScienceData ScienceDistributed LearningFederated LearningStochastic OptimizationBig DataData ManagementCluster Computing

Publications per year

2016–2022

Publications

Unsupervised Scalable Representation Learning for Multivariate Time Series

Jean-Yves Franceschi, Aymeric Dieuleveut, Martin Jaggi · arXiv (Cornell University) · 2019 · 186 citations · Full text

Structured Prediction, Recurrent Neural Network, Engineering +14

Unsupervised Scalable Representation Learning for Multivariate Time\n Series

Jean-Yves Franceschi, Aymeric Dieuleveut, Martin Jaggi · arXiv (Cornell University) · 2019 · 90 citations · Full text

Bridging the gap between constant step size stochastic gradient descent and Markov chains

Aymeric Dieuleveut, Alain Durmus, Francis Bach · The Annals of Statistics · 2020 · 77 citations · Full text

Markov Chains, Markov Chain Theory, Machine Learning +14

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

Jean Ogier du Terrail, Samy-Safwan Ayed, Edwige Cyffers et al. · arXiv (Cornell University) · 2022 · 53 citations · Full text

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

Jean Ogier du Terrail, Samy-Safwan Ayed, Edwige Cyffers et al. · arXiv (Cornell University) · 2022 · 39 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +19

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