Efficient Approximations for the Marginal Likelihood of Incomplete Data Given a Bayesian Network

David Maxwell Chickering David Heckerman

Published in: CoRR (2013)

Keyphrases

feature extraction
incomplete data
bayesian networks
hyperparameters
learning bayesian networks
marginal likelihood
missing data
missing values
em algorithm
image processing
gaussian process
probability distribution
random variables
closed form
belief propagation