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Bayesian Estimation of Latently-grouped Parameters in Undirected Graphical Models

In large-scale applications of undirected graphical models, such as social networks and biological networks, similar patterns occur frequently and give rise to similar parameters. In this situation, it is beneficial to group the parameters for more efficient learning. We show that even when the grou...

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Detalhes bibliográficos
Publicado no:Adv Neural Inf Process Syst
Main Authors: Liu, Jie, Page, David
Formato: Artigo
Idioma:Inglês
Publicado em: 2013
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC4232941/
https://ncbi.nlm.nih.gov/pubmed/25404848
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