Junction tree decomposition for parallel exact inference.
Yinglong XiaViktor K. PrasannaPublished in: IPDPS (2008)
Keyphrases
- exact inference
- junction tree
- inference in bayesian networks
- graphical models
- bayesian networks
- approximate inference
- probabilistic inference
- belief networks
- probabilistic graphical models
- belief propagation
- dynamic bayesian networks
- latent variables
- message passing
- conditional random fields
- approximation algorithms
- structured prediction
- gibbs sampling
- influence diagrams
- pairwise
- higher order
- variational methods
- least squares
- structure learning
- information extraction