Privatized graph federated learning

Abstract Federated learning is a semi-distributed algorithm, where a server communicates with multiple dispersed clients to learn a global model. The federated architecture is not robust and is sensitive to communication and computational overloads due to its one-master multi-client structure. It ca...

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Bibliographic Details
Main Authors: Elsa Rizk, Stefan Vlaski, Ali H. Sayed
Format: Article
Language:English
Published: SpringerOpen 2023-08-01
Series:EURASIP Journal on Advances in Signal Processing
Subjects:
Online Access:https://doi.org/10.1186/s13634-023-01049-4