Expectation Propagation for Continuous Time Bayesian Networks.
Uri NodelmanDaphne KollerChristian R. SheltonPublished in: UAI (2005)
Keyphrases
- continuous time bayesian networks
- expectation propagation
- gaussian process
- approximate inference
- bayesian inference
- density estimation
- variational bayes
- graphical models
- latent variables
- belief propagation
- message passing
- probabilistic model
- semi supervised
- regression model
- posterior distribution
- dynamic bayesian networks
- bayesian networks
- model selection
- higher order
- exact inference
- hyperparameters
- probabilistic inference
- gaussian mixture model