Tree-structured Gaussian Process Approximations.
Thang D. BuiRichard E. TurnerPublished in: NIPS (2014)
Keyphrases
- gaussian process
- expectation propagation
- sparse approximations
- gaussian processes
- regression model
- approximate inference
- bayesian framework
- gaussian process regression
- hyperparameters
- gaussian process classification
- latent variables
- model selection
- marginal likelihood
- closed form
- covariance function
- semi supervised
- sparse representation
- cross validation
- gaussian process models
- incomplete data
- density estimation
- sample size
- prior knowledge