Lazy Probability Propagation on Gaussian Bayesian Networks.
Hua MuMeiping WuHongxu MaTim BaileyPublished in: ICTAI (1) (2010)
Keyphrases
- bayesian networks
- shafer shenoy
- multiply sectioned bayesian networks
- conditional probabilities
- probability distribution
- influence diagrams
- posterior probability
- junction tree
- graphical models
- probabilistic inference
- conditional independence
- bayesian network inference
- probabilistic model
- gaussian model
- expert systems
- expert knowledge
- gaussian distribution
- wave propagation
- marginal distributions
- naive bayes
- lazy learning
- inference in bayesian networks
- approximate inference
- linear gaussian
- training data
- learning bayesian networks
- probabilistic reasoning
- structure learning
- decision trees
- decision problems
- gaussian mixture model