Expectation Propagation in Gaussian Process Dynamical Systems
Marc Peter DeisenrothShakir MohamedPublished in: CoRR (2012)
Keyphrases
- dynamical systems
- gaussian process
- expectation propagation
- gaussian process classification
- gaussian processes
- approximate inference
- gaussian process regression
- regression model
- bayesian framework
- model selection
- hyperparameters
- covariance function
- latent variables
- state space
- semi supervised
- bayesian inference
- density estimation
- cross validation
- active contours
- variational bayes
- support vector
- markov chain
- prior knowledge