Optimistic Optimization of Gaussian Process Samples.
Julia GrosseCheng ZhangPhilipp HennigPublished in: Trans. Mach. Learn. Res. (2023)
Keyphrases
- gaussian process
- gaussian processes
- regression model
- model selection
- approximate inference
- gaussian process regression
- dynamical model
- latent variables
- gaussian process classification
- hyperparameters
- expectation propagation
- bayesian framework
- semi supervised
- gaussian process models
- sparse approximations
- marginal likelihood
- covariance function
- cross validation
- active contours
- similarity measure