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Ensemble Estimation of Information Divergence †

Recent work has focused on the problem of nonparametric estimation of information divergence functionals between two continuous random variables. Many existing approaches require either restrictive assumptions about the density support set or difficult calculations at the support set boundary which...

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Detalles Bibliográficos
Autores principales: Moon, Kevin R., Sricharan, Kumar, Greenewald, Kristjan, Hero, Alfred O.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7513085/
https://www.ncbi.nlm.nih.gov/pubmed/33265649
http://dx.doi.org/10.3390/e20080560