Efficient approximate inference in Bayesian networks with continuous variables.
Chenzhao LiSankaran MahadevanPublished in: Reliab. Eng. Syst. Saf. (2018)
Keyphrases
- continuous variables
- inference in bayesian networks
- bayesian networks
- structure learning
- exact inference
- junction tree
- probabilistic model
- posterior probability
- dynamic systems
- hidden variables
- approximate inference
- graphical models
- probabilistic inference
- conditional independence
- random variables
- probability distribution
- conditional probabilities
- convex hull
- computationally expensive
- incomplete data
- markov networks
- higher order
- support vector