Smoothed noise contrastive mutual information neural estimation

DOI10.1016/j.jfranklin.2023.08.047zbMath1525.94025OpenAlexW4386583021MaRDI QIDQ6061149

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Publication date: 30 October 2023

Published in: Journal of the Franklin Institute (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.jfranklin.2023.08.047

zbMATH Keywords

information noise contrastive estimationneural estimator of mutual information

Mathematics Subject Classification ID

Information theory (general) (94A15)

Cites Work

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• Supervised feature selection by clustering using conditional mutual information-based distances
• Asymptotic evaluation of certain markov process expectations for large time, I
• Estimation of Entropy and Mutual Information
• How Much Does Your Data Exploration Overfit? Controlling Bias via Information Usage
• Estimating Divergence Functionals and the Likelihood Ratio by Convex Risk Minimization
• Information Theory

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