The marginal factorization of Bayesian networks and its application.
Dan WuS. K. Michael WongPublished in: Int. J. Intell. Syst. (2004)
Keyphrases
- bayesian networks
- probability distribution
- structure learning
- learning bayesian networks
- conditional independence
- random variables
- low rank
- pairwise
- hidden variables
- matrix factorization
- expert knowledge
- naive bayes
- probabilistic inference
- probabilistic model
- parameter learning
- probabilistic reasoning
- continuous variables
- marginal distributions
- incomplete data
- graphical models
- approximate inference
- conditional probabilities
- bayesian belief networks
- bayesian network classifiers
- structural models
- bayesian network learning