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Mutual Information Estimation

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

Papers

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Showing 31–40 of 91 papers

Title	Date	Tasks	Status	Hype	Score
Computing high-dimensional optimal transport by flow neural networks	May 19, 2023	Density Ratio EstimationDomain Adaptation	CodeCode Available	0	5
Better Long-Range Dependency By Bootstrapping A Mutual Information Regularizer	May 28, 2019	General ClassificationInductive Bias	CodeCode Available	0	5
Deep Learning for Channel Coding via Neural Mutual Information Estimation	Mar 7, 2019	DecoderDeep Learning	CodeCode Available	0	5
Neural Joint Entropy Estimation	Dec 21, 2020	Data CompressionMutual Information Estimation	CodeCode Available	0	5
Neural Entropic Estimation: A faster path to mutual information estimation	May 30, 2019	Mutual Information Estimation	CodeCode Available	0	5
Copula Density Neural Estimation	Nov 25, 2022	Density EstimationMutual Information Estimation	CodeCode Available	0	5
Learning Disentangled Representations via Mutual Information Estimation	Dec 9, 2019	DisentanglementGeneral Classification	CodeCode Available	0	5
Improving Mutual Information Estimation with Annealed and Energy-Based Bounds	Mar 13, 2023	Mutual Information Estimation	CodeCode Available	0	5
LSMI-Sinkhorn: Semi-supervised Mutual Information Estimation with Optimal Transport	Sep 5, 2019	BIG-bench Machine LearningMutual Information Estimation	CodeCode Available	0	5
Mutual Information Neural Estimation	Jul 1, 2018	General ClassificationMutual Information Estimation	CodeCode Available	0	5

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