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Daniel M. Jimenez-Gutierrez — most-cited papers & profile · Federated Learning
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Daniel M. Jimenez-Gutierrez
5
papers ·
0
citations
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Most-cited papers
Clust-PSI-PFL: A Population Stability Index Approach for Clustered Non-IID Personalized Federated Learning
2025
Federated Cyber Defense: Privacy-Preserving Ransomware Detection Across Distributed Systems
2025
Federated Learning for Pediatric Pneumonia Detection: Enabling Collaborative Diagnosis Without Sharing Patient Data
2025
A Thorough Assessment of the Non-IID Data Impact in Federated Learning
2025
Top co-authors
Andrea Vitaletti
· 2
Aris Anagnostopoulos
· 2
Enrique Zuazua
· 2
Ioannis Chatzigiannakis
· 2
Xabi Uribe-Etxebarria
· 2
David Solans
· 1
Joaquin del Rio
· 1
Joaquin Del Rio
· 1
Mehrdad Hassanzadeh
· 1
Mehrdad Hassanzadeh
· 1
Mohammed Elbamby
· 1
Nicolas Kourtellis
· 1
Topics
Federated Learning
Privacy
Data Heterogeneity
Optimization
Security