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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...
Autor principal: | Agmon, Shlomi |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2023
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Materias: | |
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 |
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