A novel divergence for sensitivity analysis in Gaussian Bayesian networks.
Mingmin ZhuSanyang LiuJiewei JiangPublished in: Int. J. Approx. Reason. (2017)
Keyphrases
- sensitivity analysis
- bayesian networks
- managerial insights
- influence diagrams
- linear gaussian
- variational inequalities
- learning bayesian networks
- conditional probabilities
- probabilistic reasoning
- divergence measure
- probabilistic model
- gaussian distribution
- probability distribution
- inference in bayesian networks
- kullback leibler
- kl divergence
- conditional independence
- probabilistic inference
- expert knowledge
- naive bayes
- structure learning
- random variables
- relative entropy
- maximum likelihood
- graphical models
- multiply sectioned bayesian networks
- dynamic programming
- multiscale