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Debora Caldarola — most-cited papers & profile · Federated Learning
← authors
·
overview
Debora Caldarola
6
papers ·
4
citations
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
Beyond Local Sharpness: Communication-Efficient Global Sharpness-aware Minimization for Federated Learning
2024
Cluster-driven Graph Federated Learning over Multiple Domains
2021
Improving Generalization in Federated Learning by Seeking Flat Minima
2022
Top co-authors
Barbara Caputo
· 6
Marco Ciccone
· 6
Andrea Rizzardi
· 1
Antonio Tavera
· 1
Donald Shenaj
· 1
Emanuele Rodol\`a
· 1
Eros Fan\`i
· 1
Fabio Galasso
· 1
Marco Toldo
· 1
Massimiliano Mancini
· 1
Pietro Cagnasso
· 1
Pietro Zanuttigh
· 1
Topics
Federated Learning
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Data Heterogeneity
Optimization
Communication