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Santiago Silva — most-cited papers & profile · Federated Learning
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·
overview
Santiago Silva
3
papers ·
65
citations
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Semantic Scholar ↗
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Most-cited papers
FLamby: Datasets and Benchmarks for Cross-Silo Federated Learning in Realistic Healthcare Settings
2022 · 53 citations
Fed-BioMed: Open, Transparent and Trusted Federated Learning for Real-world Healthcare Applications
2023 · 9 citations
A Differentially Private Probabilistic Framework for Modeling the Variability Across Federated Datasets of Heterogeneous Multi-View Observations
2022 · 3 citations
Top co-authors
Irène Balelli
· 2
Marco Lorenzi
· 2
Samy-Safwan Ayed
· 2
and Marco Lorenzi
· 1
Aur\'elien Bellet
· 1
Aymeric Dieuleveut
· 1
Bastien Houis
· 1
Boris Muzellec
· 1
Chaoyang He
· 1
Christophe Nioche
· 1
Constantin Philippenko
· 1
Edwige Cyffers
· 1
Topics
Federated Learning
Privacy
Data Heterogeneity