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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Bibliografiske detaljer
Hovedforfatter: Shlomi Agmon
Format: Article
Sprog:English
Udgivet: MDPI AG 2023-09-01
Serier:Entropy
Fag:
Online adgang:https://www.mdpi.com/1099-4300/25/10/1370