A Survey on Federated Learning: Fundamentals, Challenges and Client Selection Methods
Federated learning (FL) represents a transformative shift in machine learning, moving from conventional centralized approaches to a distributed framework that emphasizes data privacy and security. The FL server transmits an initial model to clients, which they train locally on their private data. A...
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| Principais autores: | , |
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| Format: | Artigo |
| Sprog: | Inglês |
| Udgivet: |
Mosul University
2025-12-01
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| Serier: | Al-Rafidain Journal of Computer Sciences and Mathematics |
| Fag: | |
| Online adgang: | https://csmj.uomosul.edu.iq/index.php/csmj/article/view/60317 |
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