Aggregation Methods Based on Quality Model Assessment for Federated Learning Applications: Overview and Comparative Analysis

Aggregation Methods Based on Quality Model Assessment for Federated Learning Applications: Overview and Comparative Analysis

Federated learning (FL) offers the possibility of collaboration between multiple devices while maintaining data confidentiality, as required by the General Data Protection Regulation (GDPR). Though FL can keep local data private, it may encounter problems when dealing with non-independent and identi...

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Bibliographic Details
Main Authors: Iuliana Bejenar, Lavinia Ferariu, Carlos Pascal, Constantin-Florin Caruntu
Format: Article
Language:English
Published: MDPI AG 2023-11-01
Series:Mathematics
Subjects:
federated learning
collaboration
aggregation
non-IID data
Online Access:https://www.mdpi.com/2227-7390/11/22/4610

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https://www.mdpi.com/2227-7390/11/22/4610

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