Case studies in Gaussian process modelling of computer codes.
Marc C. KennedyClive W. AndersonStefano ContiAnthony O'HaganPublished in: Reliab. Eng. Syst. Saf. (2006)
Keyphrases
- gaussian process
- case study
- gaussian processes
- gaussian process regression
- approximate inference
- bayesian framework
- regression model
- model selection
- latent variables
- hyperparameters
- gaussian process classification
- dynamical model
- expectation propagation
- covariance function
- marginal likelihood
- sparse approximations
- semi supervised
- gaussian process models
- fully bayesian
- incremental learning
- denoising
- learning process