Multivariate Information Bottleneck

DOI10.1162/neco.2006.18.8.1739zbMath1125.68042arXiv1301.2270OpenAlexW2000901932WikidataQ48443817 ScholiaQ48443817MaRDI QIDQ5423492

Naftali Tishby, Noam Slonim, Nir Friedman

Publication date: 23 October 2007

Published in: Neural Computation (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1301.2270

Mathematics Subject Classification ID

Pattern recognition, speech recognition (68T10) Data structures (68P05)

Related Items (10)

Robust classifying of prokaryotic genomes ⋮ Semi-supervised model-based document clustering: a comparative study ⋮ Annealing and the normalized \(N\)-cut ⋮ Learning decision trees with taxonomy of propositionalized attributes ⋮ A framework to uncover multiple alternative clusterings ⋮ Unnamed Item ⋮ Pursuit of food \textit{versus} pursuit of information in a Markovian perception-action loop model of foraging ⋮ Predictive Coding and the Slowness Principle: An Information-Theoretic Approach ⋮ Hierarchical clustering based on the information bottleneck method using a control process ⋮ Factorized mutual information maximization

Cites Work

• A Mathematical Theory of Communication
• Asymptotically optimal classification for multiple tests with empirically observed statistics

This page was built for publication: Multivariate Information Bottleneck