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Ioannis Chatzigiannakis — most-cited papers & profile · Federated Learning
← authors
·
overview
Ioannis Chatzigiannakis
4
papers ·
4
citations
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Semantic Scholar ↗
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Most-cited papers
Non-IID data in Federated Learning: A Survey with Taxonomy, Metrics, Methods, Frameworks and Future Directions
2024 · 3 citations
Application of federated learning techniques for arrhythmia classification using 12-lead ECG signals
2022 · 1 citations
Clust-PSI-PFL: A Population Stability Index Approach for Clustered Non-IID Personalized Federated Learning
2025
A Thorough Assessment of the Non-IID Data Impact in Federated Learning
2025
Top co-authors
Andrea Vitaletti
· 4
Aris Anagnostopoulos
· 3
Daniel M. Jimenez-Gutierrez
· 2
David Solans
· 2
Daniel Mauricio Jimenez Gutierrez
· 1
Daniel M. Jimenez G
· 1
Hafiz Muuhammad Hassan
· 1
Lorella Landi
· 1
Mehrdad Hassanzadeh
· 1
Mehrdad Hassanzadeh
· 1
Mikko Heikkila
· 1
Mohammed Elbamby
· 1
Topics
Federated Learning
Privacy
Data Heterogeneity
Optimization