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» Distributed Information-Theoretic Biclustering
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ICML
2005
IEEE
14 years 9 months ago
Multi-way distributional clustering via pairwise interactions
We present a novel unsupervised learning scheme that simultaneously clusters variables of several types (e.g., documents, words and authors) based on pairwise interactions between...
Ron Bekkerman, Ran El-Yaniv, Andrew McCallum
HIPC
2005
Springer
14 years 2 months ago
Sensor Selection Heuristic in Sensor Networks
We consider the problem of sensor selection so as to minimise error in estimated location of target. An algorithm based on selecting a sensor in a direction in which the error is ...
Vaishali P. Sadaphal, Bijendra N. Jain
GECCO
2006
Springer
137views Optimization» more  GECCO 2006»
14 years 6 days ago
A method for parameter calibration and relevance estimation in evolutionary algorithms
We present and evaluate a method for estimating the relevance and calibrating the values of parameters of an evolutionary algorithm. The method provides an information theoretic m...
Volker Nannen, A. E. Eiben
ESORICS
2010
Springer
13 years 9 months ago
On Bounding Problems of Quantitative Information Flow
Abstract. Researchers have proposed formal definitions of quantitative information flow based on information theoretic notions such as the Shannon entropy, the min entropy, the gue...
Hirotoshi Yasuoka, Tachio Terauchi
CORR
2004
Springer
107views Education» more  CORR 2004»
13 years 8 months ago
Information Theory - The Bridge Connecting Bounded Rational Game Theory and Statistical Physics
A long-running difficulty with conventional game theory has been how to modify it to accommodate the bounded rationality of all real-world players. A recurring issue in statistica...
David Wolpert