Knowledge distillation in federated learning: a comprehensive survey

Abstract Federated Learning, often known as FL, is an approach that has recently emerged as a potentially helpful method for training machine learning models in a distributed manner without the requirement of central data storage. However, when attempting to aggregate information, the inherent varie...

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Bibliographic Details
Main Authors: Hassan Salman, Chamseddine Zaki, Nour Charara, Sonia Guehis, Jean-François Pradat-Peyre, Abbass Nasser
Format: Article
Language:English
Published: Springer 2025-07-01
Series:Discover Computing
Subjects:
Online Access:https://doi.org/10.1007/s10791-025-09657-4
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