An Empirical-Bayes Score for Discrete Bayesian Networks.
Marco ScutariPublished in: Probabilistic Graphical Models (2016)
Keyphrases
- bayesian networks
- continuous variables
- decision trees
- graphical models
- discrete version
- probability distribution
- parameter learning
- bayesian network learning
- marginal likelihood
- discrete geometry
- structure learning
- probabilistic model
- probabilistic reasoning
- scoring function
- learning bayesian networks
- discrete variables
- support vector
- data sets
- bayesian belief networks
- discrete space
- diagnostic reasoning
- score function
- bayesian network structure
- incomplete data
- expectation maximization
- interval estimation