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Mutual Information Estimation

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

Papers

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Showing 31–40 of 91 papers

TitleStatusHype
Representation Learning with Information Theory for COVID-19 Detection—0
Unsupervised Domain Adaptation for Cardiac Segmentation: Towards Structure Mutual Information MaximizationCode1
Mutual information estimation for graph convolutional neural networks—0
A Perspective on Neural Capacity Estimation: Viability and Reliability—0
Neural Topic Modeling with Deep Mutual Information Estimation—0
CNN-Aided Factor Graphs with Estimated Mutual Information Features for Seizure Detection—0
Compressed Predictive Information Coding—0
Graph Representation Learning via Aggregation EnhancementCode1
Toward Enhanced Robustness in Unsupervised Graph Representation Learning: A Graph Information Bottleneck Perspective—0
Density Ratio Estimation via Infinitesimal ClassificationCode1
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