Bayesian learning of Bayesian networks with informative priors.
Nicos AngelopoulosJames CussensPublished in: Ann. Math. Artif. Intell. (2008)
Keyphrases
- bayesian learning
- bayesian networks
- model selection
- posterior distribution
- bayesian framework
- probability distribution
- structure learning
- conditional probabilities
- graphical models
- hidden variables
- random variables
- posterior probability
- maximum a posteriori
- probabilistic model
- probabilistic inference
- exact inference
- prior information
- approximate inference
- sample size
- higher order
- high resolution