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Mutual Information Estimation

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

Papers

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Showing 76–91 of 91 papers

TitleStatusHype
Meta-Statistical Learning: Supervised Learning of Statistical Inference—0
Mixed vine copulas as joint models of spike counts and local field potentials—0
Multi-label Contrastive Predictive Coding—0
Multimodal Image-to-Image Translation via Mutual Information Estimation and Maximization—0
Mutual Information Estimation as a Difference of Entropies for Unsupervised Representation Learning—0
Mutual information estimation for graph convolutional neural networks—0
Mutual Information Estimation via Normalizing Flows—0
Neural Topic Modeling with Deep Mutual Information Estimation—0
Nonparanormal Information Estimation—0
Novelty Detection via Contrastive Learning with Negative Data Augmentation—0
On Information Plane Analyses of Neural Network Classifiers -- A Review—0
On regularized Radon-Nikodym differentiation—0
On the Effectiveness of Hybrid Mutual Information Estimation—0
Reinforce Security: A Model-Free Approach Towards Secure Wiretap Coding—0
Representation Learning with Information Theory for COVID-19 Detection—0
Rethinking InfoNCE: How Many Negative Samples Do You Need?—0
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