On the Information Bottleneck Problems: Models, Connections, Applications and Information Theoretic Views

This tutorial paper focuses on the variants of the bottleneck problem taking an information theoretic perspective and discusses practical methods to solve it, as well as its connection to coding and learning aspects. The intimate connections of this setting to remote source-coding under logarithmic...

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Detalles Bibliográficos
Autores principales: Zaidi, Abdellatif, Estella-Aguerri, Iñaki, Shamai (Shitz), Shlomo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Tutorial
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7516564/
https://www.ncbi.nlm.nih.gov/pubmed/33285926
http://dx.doi.org/10.3390/e22020151

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7516564/
https://www.ncbi.nlm.nih.gov/pubmed/33285926
http://dx.doi.org/10.3390/e22020151

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