Concepedia

Aurélien Bellet

AB

Statistics

Publications

41

Citations

6.6K

H-Index

25

Active since

1972

Affiliations

University of Southern California(Current)

Université de Lille

Laboratoire Traitement et Communication de l’Information

Laboratoire Hubert Curien

Institut national de recherche en sciences et technologies du numérique

Aurélien Bellet is an author at University of Southern California specializing in computing, computer science, and machine learning.

Publications per year

1972–2023

41

Publications

41

Advances and Open Problems in Federated Learning

Peter Kairouz, H. Brendan McMahan, Brendan Avent et al. · Foundations and Trends® in Machine Learning · 2020 · 4.7K citations · Full text

Computing, Computer Science, Data Science +14

A Survey on Metric Learning for Feature Vectors and Structured Data

Aurélien Bellet, Amaury Habrard, Marc Sebban · arXiv (Cornell University) · 2013 · 533 citations · Full text

Computing, Computer Science, Data Mining +15

Decentralized Collaborative Learning of Personalized Models over Networks

Paul Vanhaesebrouck, Aurélien Bellet, Marc Tommasi · arXiv (Cornell University) · 2016 · 94 citations · Full text

Computing, Communication, Computer Science +14

Robustness and generalization for metric learning

Aurélien Bellet, Amaury Habrard · Neurocomputing · 2014 · 79 citations · Full text

Computing, Computer Science, Mathematics +12

Federated Multi-Task Learning under a Mixture of Distributions

Othmane Marfoq, Giovanni Neglia, Aurélien Bellet et al. · arXiv (Cornell University) · 2021 · 79 citations · Full text

Computing, Computer Science, Computer Systems +13

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