Quadratization and Roof Duality of Markov Logic Networks.

Roderick de Nijs Christian Landsiedel Dirk Wollherr Martin Buss

Published in: J. Artif. Intell. Res. (2016)

Keyphrases

markov logic networks
structure learning
statistical relational learning
first order logic
probabilistic reasoning
markov networks
graphical models
probabilistic graphical models
bayesian networks
max margin
sample size
expert systems
least squares
parameter estimation
belief propagation
learning models