Scalable Parallel Implementation of Bayesian Network to Junction Tree Conversion for Exact Inference.
Vasanth Krishna NamasivayamAnimesh PathakViktor K. PrasannaPublished in: SBAC-PAD (2006)
Keyphrases
- parallel implementation
- exact inference
- junction tree
- bayesian networks
- inference in bayesian networks
- graphical models
- probabilistic inference
- approximate inference
- belief networks
- probabilistic graphical models
- belief propagation
- structured prediction
- conditional independence
- latent variables
- dynamic bayesian networks
- conditional random fields
- probabilistic model
- gibbs sampling
- probability distribution
- message passing
- structure learning
- approximation algorithms
- variational methods
- random variables
- influence diagrams
- expectation maximization
- parameter learning
- parameter estimation
- pairwise