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...

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Bibliographic Details
Main Authors: Langseth, Helge, Nielsen, Thomas D., Rumí, Rafael, Salmerón Cerdán, Antonio
Format: info:eu-repo/semantics/report
Language:English
Published: 2012
Online Access:http://hdl.handle.net/10835/1552