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Marco Canini — most-cited papers & profile · Federated Learning
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·
overview
Marco Canini
13
papers ·
27
citations
Google Scholar ↗
Semantic Scholar ↗
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Most-cited papers
On the Impact of Device and Behavioral Heterogeneity in Federated Learning
2021 · 12 citations
Where is the Testbed for my Federated Learning Research?
2024 · 7 citations
Resource-Efficient Federated Learning
2021 · 6 citations
FilFL: Client Filtering for Optimized Client Participation in Federated Learning
2023 · 1 citations
Flashback: Understanding and Mitigating Forgetting in Federated Learning
2024 · 1 citations
Query-based Knowledge Transfer for Heterogeneous Learning Environments
2025
Practical Insights into Knowledge Distillation for Pre-Trained Models
2024
Decentralized Personalized Federated Learning
2024
Top co-authors
Mohamed Elhoseiny
· 1
Mohamed-Slim Alouini
· 1
Samuel Horv\'ath
· 1
Vaneet Aggarwal
· 1
Wenxuan Zhang
· 1
Ziquan Liu
· 1
Topics
Federated Learning
Data Heterogeneity
Communication
Privacy
Edge Computing