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Mutual Information Estimation

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

Papers

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Showing 76–91 of 91 papers

TitleStatusHype
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
Neural Entropic Estimation: A faster path to mutual information estimationCode0
Neural Joint Entropy EstimationCode0
Copula Density Neural EstimationCode0
Scalable Mutual Information Estimation using Dependence GraphsCode0
Closed-Form Information Capacity of Canonical Signaling ModelsCode0
CCMI : Classifier based Conditional Mutual Information EstimationCode0
Improving Mutual Information Estimation with Annealed and Energy-Based BoundsCode0
Empowerment-driven Exploration using Mutual Information EstimationCode0
Mutual Information Estimation via f-Divergence and Data DerangementsCode0
On the Information Plane of AutoencodersCode0
Practical and Consistent Estimation of f-DivergencesCode0
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