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Stefano Savazzi — most-cited papers & profile · Federated Learning
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overview
Stefano Savazzi
14
papers ·
7
citations
Google Scholar ↗
Semantic Scholar ↗
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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
Federated Learning with Cooperating Devices: A Consensus Approach for Massive IoT Networks
2019
Opportunities of Federated Learning in Connected, Cooperative and Automated Industrial Systems
2021
A Framework for Energy and Carbon Footprint Analysis of Distributed and Federated Edge Learning
2021
An Energy and Carbon Footprint Analysis of Distributed and Federated Learning
2022
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
· 8
Luca Barbieri
· 7
Sanaz Kianoush
· 7
Mehdi Bennis
· 4
Usevalad Milasheuski
· 4
Vittorio Rampa
· 4
Luigi Serio
· 3
Albert Sund Aillet
· 2
Antonio Boiano
· 2
Diogo Reis Santos
· 2
Marco Di Gennaro
· 2
Michele Carminati
· 2
Topics
Federated Learning
Privacy
Communication
Edge Computing
Optimization
cs.LG
cs.AI
Data Heterogeneity