Heuristic Method for Discriminative Structure Learning of Markov Logic Networks.

Quang-Thang Dinh Matthieu Exbrayat Christel Vrain

Published in: ICMLA (2010)

Keyphrases

structure learning
markov logic networks
parameter estimation
dynamic programming
bayesian networks
pairwise
segmentation method
markov networks
parameter learning
graphical models
em algorithm
prior knowledge
least squares
classification algorithm
network structure