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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

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Information theory

Papers overview

Semantic Scholar uses AI to extract papers important to this topic.
2018
2018
Non-existence of certain kind of finite-letter mutual information characterization for a class of time-invariant Markoff channels.
We provide a rigorous definition of a certain kind of characterization for capacity regions of a family of Markoff networks which… 
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… 
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… 
2009
2009
Optimizing a batch manufacturing process through interpretable data mining models
In this paper, we present a data mining based methodology for optimizing the outcome of a batch manufacturing process. Predictive… 
2008
2008
Inferring facial and body language
Research studentship of Queen Mary, the International Travel Grant of the Royal Academy of Engineering, and the Royal Society… 
2007
2007
Feature extraction for EEG classification: representing electrode outputs as a Markov stochastic process
In this work we introduce a new model for representing EEG signals and extracting discriminative features. We treat the outputs… 
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
Proceedings: ISBET 2001 - 12th World Congress of the International Society for Brain Electromagnetic Topography