Residual Gaussian Process: A Tractable Nonparametric Bayesian Emulator for Multi-fidelity Simulations.
Wei W. XingAkeel A. ShahPeng WangShandian ZheQian FuRobert M. KirbyPublished in: CoRR (2021)
Keyphrases
- gaussian process
- nonparametric bayesian
- gaussian processes
- dirichlet process
- regression model
- bayesian framework
- variational inference
- model selection
- latent variables
- approximate inference
- mixture modeling
- hyperparameters
- semi supervised
- multi task learning
- cross validation
- mixture model
- maximum likelihood
- machine learning
- upper bound
- high dimensional
- decision trees