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Stefano Savazzi — most-cited papers & profile · Federated Learning
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Stefano Savazzi
9
papers ·
1
citations
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Most-cited papers
A Secure and Trustworthy Network Architecture for Federated Learning Healthcare Applications
2024 · 1 citations
On the Tradeoffs of On-Device Generative Models in Federated Predictive Maintenance Systems
2026
Bayesian Federated Learning for Continual Training
2025
On the Energy and Communication Efficiency Tradeoffs in Federated and Multi-Task Learning
2022
A Carbon Tracking Model for Federated Learning: Impact of Quantization and Sparsification
2023
On the Impact of Data Heterogeneity in Federated Learning Environments with Application to Healthcare Networks
2024
Compressed Bayesian Federated Learning for Reliable Passive Radio Sensing in Industrial IoT
2024
A Federated Learning Platform as a Service for Advancing Stroke Management in European Clinical Centers
2024
Top co-authors
Monica Nicoli
· 6
Luca Barbieri
· 4
Sanaz Kianoush
· 4
Luigi Serio
· 3
Usevalad Milasheuski
· 3
Albert Sund Aillet
· 2
Antonio Boiano
· 2
Diogo Reis Santos
· 2
Marco Di Gennaro
· 2
Michele Carminati
· 2
Alessandro E. C. Redondi
· 1
Alessandro Redondi
· 1
Topics
Federated Learning
Communication
Data Heterogeneity
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