Information Sciences · 2012 · 115 citations · 31 references
Natural SciencesIndustrial EngineeringMathematicsOptimizationProbability TheoryUncertainty QuantificationDecision-making Under UncertaintyEntropyProbabilistic ModelingRandom VariablesUncertainty EstimationUncertainty RepresentationConditional EntropyCross EntropyCross-entropy LossEntropy EstimationMultivariate Entropy
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A Mathematical Theory of Communication
Claude E. Shannon · Bell System Technical Journal · 1948 · 80.7K citations
Information Theory and Statistical Mechanics
E. T. Jaynes · Physical Review · 1957 · 12.9K citations
<i>The Mathematical Theory of Communication</i>
Claude E. Shannon, Warren Weaver, Norbert Wiener · Physics Today · 1950 · 9.9K citations
Information theory and statistics
Journal of the Franklin Institute · 1959 · 7.2K citations
A Tutorial on the Cross-Entropy Method
Pieter-Tjerk de Boer, Dirk P. Kroese, Shie Mannor et al. · Annals of Operations Research · 2005 · 3K citations · Full text