Using a Gaussian Process as a Nonparametric Regression Model.
James R. GattikerMichael S. HamadaDavid HigdonMatthias SchonlauWilliam J. WelchPublished in: Qual. Reliab. Eng. Int. (2016)
Keyphrases
- gaussian process
- regression model
- bayesian modeling
- gaussian processes
- model selection
- gaussian process regression
- regression analysis
- approximate inference
- conditional distribution
- multivariate regression
- regression methods
- kernel regression
- gaussian process models
- dirichlet process
- multi task learning
- decision trees
- higher order