AIS-BN: An Adaptive Importance Sampling Algorithm for Evidential Reasoning in Large Bayesian Networks.
Jian ChengMarek J. DruzdzelPublished in: J. Artif. Intell. Res. (2000)
Keyphrases
- bayesian networks
- evidential reasoning
- sampling algorithm
- random sampling
- probability distribution
- graphical models
- probabilistic model
- posterior probability
- probabilistic inference
- conditional probabilities
- markov chain monte carlo
- incomplete data
- random variables
- approximate inference
- reservoir sampling
- sample size
- pose estimation
- prior knowledge