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Aur\'elien Bellet — most-cited papers & profile · Graph Learning
← authors
·
overview
Aur\'elien Bellet
24
papers ·
215
citations
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
GAP: Differentially Private Graph Neural Networks with Aggregation Perturbation
2022 · 7 citations
Differentially Private and Federated Structure Learning in Bayesian Networks
2025
Decentralized Collaborative Learning of Personalized Models over Networks
2016
Fully Decentralized Joint Learning of Personalized Models and Collaboration Graphs
2019
Privacy Amplification by Decentralization
2020
Improved Stability and Generalization Guarantees of the Decentralized SGD Algorithm
2023
Top co-authors
Marc Tommasi
· 3
Ali Shahin Shamsabadi
· 1
Batiste Le Bars
· 1
Daniel Gática-Pérez
· 1
Edwige Cyffers
· 1
Ghita Fassy El Fehri
· 1
Giovanni Neglia
· 1
Kevin Scaman
· 1
Paul Vanhaesebrouck
· 1
Philippe Bastien
· 1
Sina Sajadmanesh
· 1
Valentina Zantedeschi
· 1
Topics
cs.LG
stat.ML
Uncategorized
cs.CR
cs.DC