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Marco Canini — most-cited papers & profile · Federated Learning
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·
overview
Marco Canini
8
papers ·
28
citations
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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
Decentralized Personalized Federated Learning
2024
Top co-authors
Ahmed M. Abdelmoniem
· 4
Salma Kharrat
· 2
Am\^andio R. Faustino
· 1
Atal Narayan Sahu
· 1
Boris Radovi\v{c
· 1
Chen-Yu Ho
· 1
Fares Fourati
· 1
Janez Bo\v{z}i\v{c
· 1
Mohamed Elhoseiny
· 1
Mohamed-Slim Alouini
· 1
Mohammed Aljahdali
· 1
Norah Alballa
· 1
Topics
Federated Learning
Data Heterogeneity
Communication
Privacy
Edge Computing