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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...
Autores principales: | Zaidi, Abdellatif, Estella-Aguerri, Iñaki, Shamai (Shitz), Shlomo |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2020
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Materias: | |
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 |
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