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Exact and Soft Successive Refinement of the Information Bottleneck

The information bottleneck (IB) framework formalises the essential requirement for efficient information processing systems to achieve an optimal balance between the complexity of their representation and the amount of information extracted about relevant features. However, since the representation...

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Detalles Bibliográficos
Autores principales: Charvin, Hippolyte, Catenacci Volpi, Nicola, Polani, Daniel
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10528077/
https://www.ncbi.nlm.nih.gov/pubmed/37761653
http://dx.doi.org/10.3390/e25091355