Improving the structure MCMC sampler for Bayesian networks by introducing a new edge reversal move.

Marco Grzegorczyk Dirk Husmeier

Published in: Mach. Learn. (2008)

Keyphrases

bayesian networks
monte carlo
markov chain monte carlo
markov chain
posterior probability
bayesian network structure
hidden variables
probability distribution
generative model
edge detector
graph structure
posterior distribution
structure learning
probabilistic reasoning