Generalized Evidence Pre-propagated Importance Sampling for Hybrid Bayesian Networks.
Changhe YuanMarek J. DruzdzelPublished in: AAAI (2007)
Keyphrases
- importance sampling
- bayesian networks
- approximate inference
- monte carlo
- markov chain
- particle filter
- graphical models
- kalman filter
- markov chain monte carlo
- probabilistic inference
- rare events
- probabilistic model
- posterior probability
- belief propagation
- conditional probabilities
- particle filtering
- random variables
- state space
- probability distribution