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In-Network Learning: Distributed Training and Inference in Networks †

In this paper, we study distributed inference and learning over networks which can be modeled by a directed graph. A subset of the nodes observes different features, which are all relevant/required for the inference task that needs to be performed at some distant end (fusion) node. We develop a lear...

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Detalles Bibliográficos
Autores principales: Moldoveanu, Matei, Zaidi, Abdellatif
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10297612/
https://www.ncbi.nlm.nih.gov/pubmed/37372264
http://dx.doi.org/10.3390/e25060920