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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
Practical and Consistent Estimation of f-DivergencesCode0
Deep Spectral Clustering using Dual Autoencoder Network—0
Biphasic Learning of GANs for High-Resolution Image-to-Image Translation—0
Deep Learning for Channel Coding via Neural Mutual Information EstimationCode0
Adaptive Estimators Show Information Compression in Deep Neural Networks—0
Empowerment-driven Exploration using Mutual Information EstimationCode0
Learning deep representations by mutual information estimation and maximizationCode1
Mutual Information Neural EstimationCode0
Scalable Mutual Information Estimation using Dependence GraphsCode0
Estimating Mutual Information for Discrete-Continuous MixturesCode0
Nonparanormal Information Estimation—0
Mixed vine copulas as joint models of spike counts and local field potentials—0
Theoretical Evaluation of Feature Selection Methods based on Mutual Information—0
An Empirical Study of Leading Measures of Dependence—0
Equitability Analysis of the Maximal Information Coefficient, with Comparisons—0
Exponential Concentration for Mutual Information Estimation with Application to Forests—0
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