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» Estimation of Mutual Information: A Survey
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NECO
2008
122views more  NECO 2008»
13 years 8 months ago
Constrained Subspace ICA Based on Mutual Information Optimization Directly
We introduce a new approach to constrained Independent Component Analysis (ICA) by formulating the original, unconstrained ICA problem as well as the constraints in mutual informa...
Marc M. Van Hulle
KES
2005
Springer
14 years 1 months ago
Measuring Global Behaviour of Multi-agent Systems from Pair-Wise Mutual Information
In this paper we present a method for finding general dependencies between individual agents in a multi-agent system. We use mutual information as the general measure for dependen...
George Mathews, Hugh F. Durrant-Whyte, Mikhail Pro...
TIT
2002
95views more  TIT 2002»
13 years 7 months ago
Mutual information approach to blind separation of stationary sources
This paper presents a unified approach to the problem of blind separation of sources, based on the concept of mutual information. This concept is applied to the whole source sequen...
Dinh-Tuan Pham
GECCO
2003
Springer
14 years 1 months ago
The Structure of Evolutionary Exploration: On Crossover, Buildings Blocks, and Estimation-Of-Distribution Algorithms
Correlations between alleles after selection are an important source of information. Such correlations should be exploited for further search and thereby constitute the building bl...
Marc Toussaint
CORR
2008
Springer
69views Education» more  CORR 2008»
13 years 8 months ago
Information In The Non-Stationary Case
Information estimates such as the "direct method" of Strong et al. (1998) sidestep the difficult problem of estimating the joint distribution of response and stimulus by...
Vincent Q. Vu, Bin Yu, Robert E. Kass