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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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Detalles Bibliográficos
Autores principales: Gao, Huiguo, Lee, Mengyuan, Yu, Guanding, Zhou, Zhaolin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8839979/
https://www.ncbi.nlm.nih.gov/pubmed/35161776
http://dx.doi.org/10.3390/s22031030