MPE inference in Conditional Linear Gaussian Networks

Given evidence on a set of variables in a Bayesian network, the most probable explanation (MPE) is the problem of nding a con guration of the remaining variables with maximum posterior probability. This problem has previously been addressed for discrete Bayesian networks and can be solved using...

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Bibliographic Details
Main Authors: Salmerón Cerdán, Antonio, Rumí, Rafael, Langseth, Helge, Madsen, Anders L., Nielsen, Thomas D.
Format: info:eu-repo/semantics/article
Language:English
Published: 2017
Online Access:http://hdl.handle.net/10835/4860