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Ensemble estimators for multivariate entropy estimation

The problem of estimation of density functionals like entropy and mutual information has received much attention in the statistics and information theory communities. A large class of estimators of functionals of the probability density suffer from the curse of dimensionality, wherein the mean squar...

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Détails bibliographiques
Publié dans:IEEE Trans Inf Theory
Auteurs principaux: Sricharan, Kumar, Wei, Dennis, Hero, Alfred O.
Format: Artigo
Langue:Inglês
Publié: 2013
Sujets:
Accès en ligne:https://ncbi.nlm.nih.gov/pmc/articles/PMC4401872/
https://ncbi.nlm.nih.gov/pubmed/25897177
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/TIT.2013.2251456
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