Expectation Propagation in Gaussian Process Dynamical Systems.
Marc Peter DeisenrothShakir MohamedPublished in: NIPS (2012)
Keyphrases
- dynamical systems
- gaussian process
- expectation propagation
- gaussian process classification
- gaussian processes
- approximate inference
- regression model
- gaussian process regression
- bayesian framework
- latent variables
- model selection
- hyperparameters
- semi supervised
- state space
- covariance function
- bayesian inference
- density estimation
- prior information