Improving Importance Sampling by Adaptive Split-Rejection Control in Bayesian Networks.

Changhe Yuan Marek J. Druzdzel

Published in: Canadian Conference on AI (2007)

Keyphrases

importance sampling
bayesian networks
monte carlo
approximate inference
rare events
kalman filter
particle filter
markov chain
particle filtering
graphical models
conditional probabilities
maximum likelihood
image segmentation
closed form
probabilistic inference
incomplete data
markov chain monte carlo