A Graph Neural Network Based Decentralized Learning Scheme

As an emerging paradigm considering data privacy and transmission efficiency, decentralized learning aims to acquire a global model using the training data distributed over many user devices. It is a challenging problem since link loss, partial device participation, and non-independent and identical...

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Bibliographic Details
Main Authors: Huiguo Gao, Mengyuan Lee, Guanding Yu, Zhaolin Zhou
Format: Article
Language:English
Published: MDPI AG 2022-01-01
Series:Sensors
Subjects:
Online Access:https://www.mdpi.com/1424-8220/22/3/1030