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Mutual Information Estimation

To estimate mutual information from samples, specially for high-dimensional variables.

Papers

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Showing 71–80 of 91 papers

TitleStatusHype
Theoretical Evaluation of Feature Selection Methods based on Mutual Information—0
Computing high-dimensional optimal transport by flow neural networksCode0
Reducing the Variance of Variational Estimates of Mutual Information by Limiting the Critic's Hypothesis Space to RKHSCode0
DiME: Maximizing Mutual Information by a Difference of Matrix-Based EntropiesCode0
LSMI-Sinkhorn: Semi-supervised Mutual Information Estimation with Optimal TransportCode0
Better Long-Range Dependency By Bootstrapping A Mutual Information RegularizerCode0
Deep Learning for Channel Coding via Neural Mutual Information EstimationCode0
Estimating Mutual Information for Discrete-Continuous MixturesCode0
Mutual Information Neural EstimationCode0
Learning Disentangled Representations via Mutual Information EstimationCode0
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