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Mutual Information Estimation

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

Papers

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Showing 21–30 of 91 papers

TitleStatusHype
Mutual Wasserstein Discrepancy Minimization for Sequential RecommendationCode1
Graph Representation Learning via Aggregation EnhancementCode1
Density Ratio Estimation via Infinitesimal ClassificationCode1
Alleviating the Incompatibility between Cross Entropy Loss and Episode Training for Few-shot Skin Disease Classification—0
A Reverse Jensen Inequality Result with Application to Mutual Information Estimation—0
fastHDMI: Fast Mutual Information Estimation for High-Dimensional Data—0
Distilling Transitional Pattern to Large Language Models for Multimodal Session-based Recommendation—0
Equitability Analysis of the Maximal Information Coefficient, with Comparisons—0
Disentangled Noisy Correspondence Learning—0
Causal Order Identification to Address Confounding: Binary Variables—0
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