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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

TitleStatusHype
Mutual Information Estimation as a Difference of Entropies for Unsupervised Representation Learning—0
Mutual information estimation for graph convolutional neural networks—0
Mutual Information Estimation via Normalizing Flows—0
Neural Topic Modeling with Deep Mutual Information Estimation—0
Nonparanormal Information Estimation—0
Novelty Detection via Contrastive Learning with Negative Data Augmentation—0
On Information Plane Analyses of Neural Network Classifiers -- A Review—0
On regularized Radon-Nikodym differentiation—0
On the Effectiveness of Hybrid Mutual Information Estimation—0
Practical and Consistent Estimation of f-Divergences—0
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