Divide & conquer identification using Gaussian process priors.
Douglas J. LeithWilliam E. LeitheadE. SolakRoderick Murray-SmithPublished in: CDC (2002)
Keyphrases
- gaussian process
- bayesian framework
- gaussian processes
- regression model
- dynamical models
- hyperparameters
- gaussian process regression
- approximate inference
- semi supervised
- gaussian process classification
- latent variables
- dynamical model
- sparse approximations
- model selection
- covariance function
- gaussian process models
- maximum a posteriori
- prior information
- expectation propagation
- posterior distribution
- dirichlet process
- text mining
- expectation maximization
- em algorithm
- generative model
- error rate
- cross validation