Local Propagation in Conditional Gaussian Bayesian Networks.
Robert G. CowellPublished in: J. Mach. Learn. Res. (2005)
Keyphrases
- bayesian networks
- random field model
- conditional probabilities
- junction tree
- independence relations
- sets of probability measures
- bayesian network inference
- multiscale
- conditional distributions
- probabilistic inference
- conditional independence
- structure learning
- chain graphs
- learning bayesian networks
- inference in bayesian networks
- wave propagation
- joint distribution
- probabilistic reasoning
- maximum likelihood
- belief networks
- probability distribution
- marginal distributions
- gaussian model
- probabilistic model
- linear gaussian
- graphical models
- neural network
- parameter learning
- random fields
- gaussian mixture model
- probabilistic modeling
- markov blanket
- exact inference
- conditional probability distributions
- expert systems
- influence diagrams
- conditional probability tables
- gaussian distribution
- expert knowledge
- multiply sectioned bayesian networks
- random variables