Full scale multi-output Gaussian process emulator with nonseparable auto-covariance functions.
Bohai ZhangBledar A. KonomiHuiyan SangGeorgios KaragiannisGuang LinPublished in: J. Comput. Phys. (2015)
Keyphrases
- gaussian process
- covariance function
- gaussian processes
- gaussian process regression
- regression model
- model selection
- bayesian framework
- approximate inference
- semi supervised
- latent variables
- hyperparameters
- expectation propagation
- non stationary
- wavelet transform
- posterior distribution
- feature selection
- multi task learning