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Redundant Information Neural Estimation

We introduce the Redundant Information Neural Estimator (RINE), a method that allows efficient estimation for the component of information about a target variable that is common to a set of sources, known as the “redundant information”. We show that existing definitions of the redundant information...

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Detalles Bibliográficos
Autores principales: Kleinman, Michael, Achille, Alessandro, Soatto, Stefano, Kao, Jonathan C.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8304362/
https://www.ncbi.nlm.nih.gov/pubmed/34356463
http://dx.doi.org/10.3390/e23070922