A Computationally Stable Approach to Gaussian Process Interpolation of Deterministic Computer Simulation Data.
Pritam RanjanRonald D. HaynesRichard KarstenPublished in: Technometrics (2011)
Keyphrases
- gaussian process
- simulation data
- gaussian processes
- gaussian process regression
- numerical simulations
- model selection
- bayesian framework
- regression model
- latent variables
- hyperparameters
- approximate inference
- gaussian process classification
- semi supervised
- covariance function
- sparse approximations
- gaussian process models
- data sets
- expectation propagation
- gene expression data
- closed form
- missing values
- image reconstruction
- non stationary
- upper bound
- data points
- probabilistic model