Probabilistic Inference from Arbitrary Uncertainty using Mixtures of Factorized Generalized Gaussians.
Alberto RuizPedro E. López-de-TeruelM. Carmen GarridoPublished in: J. Artif. Intell. Res. (1998)
Keyphrases
- probabilistic inference
- conditional probabilities
- graphical models
- mixture model
- gaussian mixture
- bayesian networks
- approximate inference
- linear combination
- probabilistic model
- context specific independence
- efficient inference
- bayesian belief networks
- belief networks
- influence diagrams
- message passing
- probabilistic reasoning
- probability distribution
- weighted model counting
- exact inference
- uncertain data
- random variables
- probabilistic graphical models
- variable elimination
- elimination algorithm
- lower bound
- machine learning
- em algorithm
- feature selection
- learning algorithm