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Variable and Value Ordering for MPE Search

Siddiqi, Sajjad; Huang, Jinbo


In Bayesian networks, a most probable explanation (MPE) is a most likely instantiation of all network variables given a piece of evidence. Recent work proposed a branch-and-bound search algorithmthat finds exact solutions to MPE queries, where bounds are

CollectionsANU Research Publications
Date published: 2009
Type: Conference paper
Source: Proceedings of International Joint Conference on Artificial Intelligence (IJCAI 2009)


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