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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

Title	Date	Tasks	Status	Hype
Improved Mutual Information Estimation	Sep 25, 2019	Mutual Information EstimationRepresentation Learning	—Unverified	0
LSMI-Sinkhorn: Semi-supervised Mutual Information Estimation with Optimal Transport	Sep 5, 2019	BIG-bench Machine LearningMutual Information Estimation	CodeCode Available	0
CCMI : Classifier based Conditional Mutual Information Estimation	Jun 5, 2019	feature selectionMutual Information Estimation	CodeCode Available	0
Neural Entropic Estimation: A faster path to mutual information estimation	May 30, 2019	Mutual Information Estimation	CodeCode Available	0
Better Long-Range Dependency By Bootstrapping A Mutual Information Regularizer	May 28, 2019	General ClassificationInductive Bias	CodeCode Available	0
Practical and Consistent Estimation of f-Divergences	May 27, 2019	BIG-bench Machine LearningMutual Information Estimation	CodeCode Available	0
Deep Spectral Clustering using Dual Autoencoder Network	Apr 30, 2019	ClusteringDeep Clustering	—Unverified	0
Biphasic Learning of GANs for High-Resolution Image-to-Image Translation	Apr 14, 2019	Image-to-Image TranslationMutual Information Estimation	—Unverified	0
Deep Learning for Channel Coding via Neural Mutual Information Estimation	Mar 7, 2019	DecoderDeep Learning	CodeCode Available	0
Adaptive Estimators Show Information Compression in Deep Neural Networks	Feb 24, 2019	L2 RegularizationMutual Information Estimation	—Unverified	0

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