Aurélien Bellet - Publications, H-index & Citations

Aurélien Bellet

univ. montpellier

26H指数

154论文数

6.6K被引数

收录论文 12

发表时间

Federated learning for MRI-based BrainAGE: A multicenter study on post-stroke functional outcome prediction 基于MRI的脑龄联邦学习：一项关于卒中后功能结局预测的多中心研究

NeuroImage

IF4.5

2026-08-17

OAAI

Vincent Roca; Marc Tommasi; Paul Andrey; Aurélien Bellet; Markus D. Schirmer; Hilde Henon; Laurent Puy; Julien Ramon; Grégory Kuchcinski; Martin Bretzner; Renaud Lopes

An accurate, scalable and verifiable protocol for federated differentially private averaging 一种用于联邦差分私有平均的准确，可扩展和可验证的协议

MACHINE LEARNING

IF2.9

2022-10-28

OAAI

Sabater, Cesar; Bellet, Aurelien; Ramon, Jan

PEPPER: Empowering User-Centric Recommender Systems over Gossip Learning

PROCEEDINGS OF THE ACM ON INTERACTIVE MOBILE WEARABLE AND UBIQUITOUS TECHNOLOGIES-IMWUT

IF4.5

2022-09-07

OAAI

Belal, Yacine; Bellet, Aurelien; Ben Mokhtar, Sonia; Nitu, Vlad

Privacy and Utility of X-Vector Based Speaker Anonymization

IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING

IF5.1

2022-01-01

OAAI

Srivastava, Brij Mohan Lal; Maouche, Mohamed; Sahidullah, Md; Vincent, Emmanuel; Bellet, Aurelien; Tommasi, Marc; Tomashenko, Natalia; Wang, Xin; Yamagishi, Junichi

Advances and Open Problems in Federated Learning 联邦学习的进展和开放问题

FOUNDATIONS AND TRENDS IN MACHINE LEARNING

IF25.4

2021-01-01

2.0K

PREAI

Kairouz, Peter; McMahan, H. Brendan; Avent, Brendan; Bellet, Aurelien; Bennis, Mehdi; Bhagoji, Arjun Nitin; Bonawitz, Kallista; Charles, Zachary; Cormode, Graham; Cummings, Rachel; D'Oliveira, Rafael G. L.; Eichner, Hubert; El Rouayheb, Salim; Evans, David; Gardner, Josh; Garrett, Zachary; Gascon, Adria; Ghazi, Badih; Gibbons, Phillip B.; Gruteser, Marco; Harchaoui, Zaid; He, Chaoyang; He, Lie; Huo, Zhouyuan; Hutchinson, Ben; Hsu, Justin; Jaggi, Martin; Javidi, Tara; Joshi, Gauri; Khodak, Mikhail; Konecny, Jakub; Korolova, Aleksandra; Koushanfar, Farinaz; Koyejo, Sanmi; Lepoint, Tancrede; Liu, Yang; Mittal, Prateek; Mohri, Mehryar; Nock, Richard; Ozgur, Ayfer; Pagh, Rasmus; Qi, Hang; Ramage, Daniel; Raskar, Ramesh; Raykova, Mariana; Song, Dawn; Song, Weikang; Stich, Sebastian U.; Sun, Ziteng; Suresh, Ananda Theertha; Tramer, Florian; Vepakomma, Praneeth; Wang, Jianyu; Xiong, Li; Xu, Zheng; Yang, Qiang; Yu, Felix X.; Yu, Han; Zhao, Sen

Escaping the curse of dimensionality in similarity learning: Efficient Frank-Wolfe algorithm and generalization bounds

NEUROCOMPUTING

IF6.5

2019-03-01