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Barbara Caputo — most-cited papers & profile · Federated Learning
← authors
·
overview
Barbara Caputo
15
papers ·
51
citations ·
56
h-index
Politecnico di Torino
Google Scholar ↗
Semantic Scholar ↗
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Most-cited papers
Speeding up Heterogeneous Federated Learning with Sequentially Trained Superclients
2022 · 15 citations
Window-based Model Averaging Improves Generalization in Heterogeneous Federated Learning
2023 · 4 citations
Learning Across Domains and Devices: Style-Driven Source-Free Domain Adaptation in Clustered Federated Learning
2022 · 3 citations
Interaction-Aware Gaussian Weighting for Clustered Federated Learning
2025 · 1 citations
Accelerating Heterogeneous Federated Learning with Closed-form Classifiers
2024 · 1 citations
FedDiverse: Tackling Data Heterogeneity in Federated Learning with Diversity-Driven Client Selection
2025
Beyond Local Sharpness: Communication-Efficient Global Sharpness-aware Minimization for Federated Learning
2024
Top co-authors
Marco Ciccone
· 6
Debora Caldarola
· 4
Eros Fan\`i
· 4
Alessandro Licciardi
· 1
Andrea Rizzardi
· 1
Antonio Tavera
· 1
Davide Leo
· 1
Donald Shenaj
· 1
Gergely D. N\'emeth
· 1
Marco Toldo
· 1
Miguel \'Angel Lozano
· 1
Novi Quadrianto
· 1
Topics
Federated Learning
Privacy
Data Heterogeneity
Communication
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