Efficient learning of Bayesian networks with bounded tree-width.
Siqi NieCassio P. de CamposQiang JiPublished in: Int. J. Approx. Reason. (2017)
Keyphrases
- efficient learning
- bayesian networks
- markov networks
- tree width
- graphical models
- conditional independence
- probabilistic inference
- probabilistic model
- learning algorithm
- probabilistic reasoning
- probability distribution
- random variables
- hidden variables
- structural properties
- constraint networks
- structure learning
- tree decomposition
- artificial intelligence