Regularization of non-homogeneous dynamic Bayesian networks with global information-coupling based on hierarchical Bayesian models.
Marco GrzegorczykDirk HusmeierPublished in: Mach. Learn. (2013)
Keyphrases
- global information
- dynamic bayesian networks
- hierarchical bayesian models
- prior information
- bayesian networks
- particle filtering
- contextual information
- state variables
- approximate inference
- structure learning
- exact inference
- mixture model
- particle filter
- parameter estimation
- information retrieval
- state space
- high level