The concept for Gaussian process model based system identification toolbox.
Jus KocijanKristjan AzmanAlexandra GrancharovaPublished in: CompSysTech (2007)
Keyphrases
- gaussian process
- gaussian processes
- gaussian process regression
- bayesian framework
- approximate inference
- regression model
- model selection
- semi supervised
- latent variables
- hyperparameters
- gaussian process classification
- sparse approximations
- dynamical model
- covariance function
- gaussian process models
- fully bayesian
- bayesian inference
- generative model
- decision trees
- expectation propagation
- marginal likelihood
- feature selection
- machine learning