SortAlign: a score-based aggregation technique for neural networks in one-round federated learning

In recent years, the growth of data generated on a daily basis in critical domains, such as industrial processes, where data privacy plays a key role, has led to the strong development of Federated Learning. In turn, the need for communication-efficient approaches has given particular importance to...

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Bibliographic Details
Main Authors: Antonio Nappa, Oihan Joyot, Izar Azpiroz, Juan Luis Ferrando Chacón, Mikel Sáez de Buruaga
Format: Article
Language:English
Published: Taylor & Francis Group 2024-12-01
Series:Systems Science & Control Engineering
Subjects:
Online Access:https://www.tandfonline.com/doi/10.1080/21642583.2024.2421476
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