Learning Heterogeneous Hidden Markov Random Fields

Hidden Markov random fields (HMRFs) are conventionally assumed to be homogeneous in the sense that the potential functions are invariant across different sites. However in some biological applications, it is desirable to make HMRFs heterogeneous, especially when there exists some background knowledg...

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Bibliografiske detaljer
Udgivet i:JMLR Workshop Conf Proc
Main Authors: Liu, Jie, Zhang, Chunming, Burnside, Elizabeth, Page, David
Format: Artigo
Sprog:Inglês
Udgivet: 2014
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Article
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC4232933/
https://ncbi.nlm.nih.gov/pubmed/25404989
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