The Information Bottleneck’s Ordinary Differential Equation: First-Order Root Tracking for the Information Bottleneck

The Information Bottleneck (IB) is a method of lossy compression of relevant information. Its rate-distortion (RD) curve describes the fundamental tradeoff between input compression and the preservation of relevant information embedded in the input. However, it conceals the underlying dynamics of op...

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Detalles Bibliográficos
Autor principal: Agmon, Shlomi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10606645/
https://www.ncbi.nlm.nih.gov/pubmed/37895492
http://dx.doi.org/10.3390/e25101370

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10606645/
https://www.ncbi.nlm.nih.gov/pubmed/37895492
http://dx.doi.org/10.3390/e25101370

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