Closed-Form Learning of Markov Networks from Dependency Networks.

Published in: UAI (2012)

Keyphrases

closed form
markov networks
structured prediction
learning algorithm
prior knowledge
graphical models
bayesian networks
hyperparameters
markov logic
computer vision
feature vectors
supervised learning
higher order
maximum likelihood
partition function