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Conditional mutual information

In probability theory, and in particular, information theory, the conditional mutual information is, in its most basic form, the expected value of… 
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Related topics

Related topics

11 relations
Entropy (information theory)Inequalities in information theoryInformation diagramInformation theory and measure theory

Broader (1)

Information theory

Papers overview

Semantic Scholar uses AI to extract papers important to this topic.
2019
2019
Conditional Mutual Information Neural Estimator
Several recent works in communication systems have proposed to leverage the power of neural networks in the design of encoders… 
2015
2015
Effective feature selection using feature vector graph for classification
2015
2015
Dynamic Phase and Group Detection in Pedestrian Crowd Data Using Multiplex Visibility Graphs
2013
2013
Conditional Dynamic Mutual Information-Based Feature Selection
With emergence of new techniques, data in many fields are getting larger and larger, especially in dimensionality aspect. The… 
2012
2012
Conditional Mutual Information and Commutator
A simpler approach to the characterization of vanishing conditional mutual information is presented. Some remarks are given as… 
2010
2010
CMIM-2: An Enhanced Conditional Mutual Information Maximization Criterion for Feature Selection
A new greedy feature selection criterion is proposed as an enhancement of the conditional mutual information maximization… 
2006
2006
The final form of Tao's inequality relating conditional expectation and conditional mutual information
  • R. Ahlswede
  • IEEE International Symposium on Information…
  • 2006
  • Corpus ID: 11361095
Summary form only given: Recently Terence Tao approached Szemeredi's regularity lemma from the perspectives of probability theory… 
2006
2006
Directed Information and Conditional Mutual Information
—We study directed information in Bayesian networks and related structures. Mutual information is split into directed information… 
2005
2005
Maximum conditional mutual information modeling for speaker verification
This paper describes a novel approach for class-dependent modeling and its application to automatic text-independent speaker… 
2002
2002
Entanglement of Distillation and Conditional Mutual Information
In previous papers, we expressed the Entanglement of Formation in terms of Conditional Mutual Information (CMI). In this brief… 
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