On the Geometry of Bayesian Graphical Models with Hidden Variables

Raffaella Settimi Jim Q. Smith

Published in: CoRR (2013)

Keyphrases

models with hidden variables
hidden variables
graphical models
bayesian networks
bayesian inference
posterior distribution
probabilistic model
exponential family
conjugate priors
maximum likelihood
posterior probability
latent variables
generative model
random variables
belief propagation