Approximate Probability Propagation with Mixtures of Truncated Exponentials*

Approximate Probability Propagation with Mixtures of Truncated Exponentials*

Mixtures of truncated exponentials (MTEs) are a powerful alternative to discretisation when working with hybrid Bayesian networks. One of the features of the MTE model is that standard propagation algorithms can be used. However, the complexity of the process is too high and therefore approximate me...

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Bibliografiska uppgifter
Huvudupphovsmän: Rumí, Rafael, Salmerón Cerdán, Antonio
Materialtyp: info:eu-repo/semantics/article
Språk:English
Publicerad: 2017
Ämnen:
Hybrid Bayesian networks
Mixtures of truncated exponentials
Continuous variables
Probability propagation
Penniless propagation
MCMC
Länkar:http://hdl.handle.net/10835/4890
https://doi.org/10.1016/j.ijar.2006.06.007

Internet

http://hdl.handle.net/10835/4890
https://doi.org/10.1016/j.ijar.2006.06.007

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