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08/08/2016
Blankets Joint Posterior score for learning Markov network structures
Markov networks are extensively used to model complex sequential, spatia...
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07/15/2013
Learning Markov networks with context-specific independences
Learning the Markov network structure from data is a problem that has re...
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06/10/2013
Markov random fields factorization with context-specific independences
Markov random fields provide a compact representation of joint probabili...
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01/16/2013
The IBMAP approach for Markov networks structure learning
In this work we consider the problem of learning the structure of Markov...
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08/10/2011
A survey on independence-based Markov networks learning
This work reports the most relevant technical aspects in the problem of ...
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01/18/2011