Parameter Estimation in Mixtures of Truncated Exponentials

Bayesian networks with mixtures of truncated exponentials (MTEs) support efficient inference algorithms and provide a flexible way of modeling hybrid domains. On the other hand, estimating an MTE from data has turned out to be a difficult task, and most preva- lent learning methods treat parameter e...

Descripción completa

Detalles Bibliográficos
Autores principales: Langseth, Helge, Nielsen, Thomas D., Rumí, Rafael, Salmerón Cerdán, Antonio
Formato: info:eu-repo/semantics/report
Lenguaje:English
Publicado: 2012
Acceso en línea:http://hdl.handle.net/10835/1552