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Paul Mangold — most-cited papers & profile · Federated Learning
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·
overview
Paul Mangold
9
papers ·
55
citations
Google Scholar ↗
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
SCAFFLSA: Taming Heterogeneity in Federated Linear Stochastic Approximation and TD Learning
2024 · 2 citations
Convergence Guarantees for Federated SARSA with Local Training and Heterogeneous Agents
2025
On Global Convergence Rates for Federated Softmax Policy Gradient under Heterogeneous Environments
2025
Scaffold with Stochastic Gradients: New Analysis with Linear Speed-Up
2025
Refined Analysis of Federated Averaging and Federated Richardson-Romberg
2024
Joint Channel Selection using FedDRL in V2X
2024
Federated UCBVI: Communication-Efficient Federated Regret Minimization with Heterogeneous Agents
2024
Top co-authors
Eric Moulines
· 6
Safwan Labbi
· 4
Alain Durmus
· 3
Aymeric Dieuleveut
· 3
Daniil Tiapkin
· 2
Lorenzo Mancini
· 2
Alexey Naumov
· 1
Aur\'elien Bellet
· 1
Boris Muzellec
· 1
Chaoyang He
· 1
Constantin Philippenko
· 1
Edwige Cyffers
· 1
Topics
Federated Learning
Communication
Data Heterogeneity
Optimization