Importance Sampling in Bayesian Networks Using Antithetic Variables.
Antonio SalmerónSerafín MoralPublished in: ECSQARU (2001)
Keyphrases
- importance sampling
- bayesian networks
- approximate inference
- monte carlo
- conditional probabilities
- kalman filter
- particle filter
- markov chain
- rare events
- random variables
- graphical models
- probabilistic model
- posterior probability
- probabilistic inference
- posterior distribution
- genetic algorithm
- probability distribution
- particle filtering
- missing data
- belief propagation
- search space
- reinforcement learning
- three dimensional
- feature selection