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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
copent: Estimating Copula Entropy and Transfer Entropy in RCode1
Graph Representation Learning via Graphical Mutual Information MaximizationCode1
Learning deep representations by mutual information estimation and maximizationCode1
Closed-Form Information Capacity of Canonical Signaling ModelsCode0
Distilling Transitional Pattern to Large Language Models for Multimodal Session-based Recommendation—0
A Deep Bayesian Nonparametric Framework for Robust Mutual Information Estimation—0
Meta-Statistical Learning: Supervised Learning of Statistical Inference—0
InfoBridge: Mutual Information estimation via Bridge Matching—0
The Decoupling Concept Bottleneck Model—0
fastHDMI: Fast Mutual Information Estimation for High-Dimensional Data—0
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