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Mutual Information Estimation

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

Papers

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Showing 81–90 of 91 papers

Title	Date	Tasks	Status	Hype
Neural Joint Entropy Estimation	Dec 21, 2020	Data CompressionMutual Information Estimation	CodeCode Available	0
Estimating Mutual Information for Discrete-Continuous Mixtures	Sep 19, 2017	ClusteringMutual Information Estimation	CodeCode Available	0
Copula Density Neural Estimation	Nov 25, 2022	Density EstimationMutual Information Estimation	CodeCode Available	0
Scalable Mutual Information Estimation using Dependence Graphs	Jan 27, 2018	Information PlaneMutual Information Estimation	CodeCode Available	0
Closed-Form Information Capacity of Canonical Signaling Models	May 13, 2025	DiversityForm	CodeCode Available	0
Improving Mutual Information Estimation with Annealed and Energy-Based Bounds	Mar 13, 2023	Mutual Information Estimation	CodeCode Available	0
CCMI : Classifier based Conditional Mutual Information Estimation	Jun 5, 2019	feature selectionMutual Information Estimation	CodeCode Available	0
Empowerment-driven Exploration using Mutual Information Estimation	Oct 11, 2018	Deep Reinforcement LearningMontezuma's Revenge	CodeCode Available	0
On the Information Plane of Autoencoders	May 15, 2020	Information PlaneMutual Information Estimation	CodeCode Available	0
Mutual Information Estimation via f-Divergence and Data Derangements	May 31, 2023	Mutual Information Estimation	CodeCode Available	0

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