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Mutual Information Estimation

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

Papers

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TitleStatusHype
Mutual Information Estimation via f-Divergence and Data DerangementsCode0
Computing high-dimensional optimal transport by flow neural networksCode0
Estimating the Density Ratio between Distributions with High Discrepancy using Multinomial Logistic Regression—0
Improving Mutual Information Estimation with Annealed and Energy-Based BoundsCode0
FrankenSplit: Efficient Neural Feature Compression with Shallow Variational Bottleneck Injection for Mobile Edge ComputingCode1
Mutual Wasserstein Discrepancy Minimization for Sequential RecommendationCode1
DiME: Maximizing Mutual Information by a Difference of Matrix-Based EntropiesCode0
Copula Density Neural EstimationCode0
Augmentation-Free Graph Contrastive Learning of Invariant-Discriminative RepresentationsCode3
Improving Adversarial Robustness via Mutual Information EstimationCode1
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