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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Bibliographic Details
Main Authors: Hippolyte Charvin, Nicola Catenacci Volpi, Daniel Polani
Format: Article
Language:English
Published: MDPI AG 2023-09-01
Series:Entropy
Subjects:
Online Access:https://www.mdpi.com/1099-4300/25/9/1355