Independence-Based MAP for Markov Networks Structure Discovery.

Facundo Bromberg Federico Schlüter Alejandro Edera

Published in: ICTAI (2011)

Keyphrases

markov networks
conditional independence tests
graphical models
markov logic networks
hidden variables
maximum likelihood
maximum margin
maximum a posteriori
dependence structure
bayesian networks
structure learning
social networks
training set
first order logic
bayesian inference