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Mutual Information Estimation

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

Papers

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Showing 61–70 of 91 papers

TitleStatusHype
Data-Driven Representations for Testing Independence: Modeling, Analysis and Connection with Mutual Information Estimation—0
Decomposed Mutual Information Estimation for Contrastive Representation Learning—0
Deep Spectral Clustering using Dual Autoencoder Network—0
Disentangled Noisy Correspondence Learning—0
Distilling Transitional Pattern to Large Language Models for Multimodal Session-based Recommendation—0
Equitability Analysis of the Maximal Information Coefficient, with Comparisons—0
Estimating the Density Ratio between Distributions with High Discrepancy using Multinomial Logistic Regression—0
Exponential Concentration for Mutual Information Estimation with Application to Forests—0
Fair Representation Learning using Interpolation Enabled Disentanglement—0
fastHDMI: Fast Mutual Information Estimation for High-Dimensional Data—0
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