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Mutual Information Estimation

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

Papers

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Showing 41–50 of 91 papers

TitleStatusHype
A Reverse Jensen Inequality Result with Application to Mutual Information Estimation—0
Data-Driven Representations for Testing Independence: Modeling, Analysis and Connection with Mutual Information Estimation—0
Mutual Information Estimation as a Difference of Entropies for Unsupervised Representation Learning—0
Learning Bias-Invariant Representation by Cross-Sample Mutual Information Minimization—0
Causal Order Identification to Address Confounding: Binary Variables—0
Fair Representation Learning using Interpolation Enabled Disentanglement—0
Featurized Density Ratio EstimationCode1
Tight Mutual Information Estimation With Contrastive Fenchel-Legendre OptimizationCode1
Decomposed Mutual Information Estimation for Contrastive Representation Learning—0
Novelty Detection via Contrastive Learning with Negative Data Augmentation—0
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