Expectation Propagation for Continuous Time Bayesian Networks
Uri NodelmanDaphne KollerChristian R. SheltonPublished in: CoRR (2012)
Keyphrases
- expectation propagation
- continuous time bayesian networks
- bayesian inference
- gaussian process
- approximate inference
- density estimation
- variational bayes
- graphical models
- belief propagation
- probabilistic inference
- posterior distribution
- latent variables
- probabilistic model
- exact inference
- bayesian framework
- semi supervised
- gaussian mixture model
- stereo matching
- regression model
- parameter estimation
- markov chain monte carlo
- variational methods
- prior information