A Gaussian Process Emulator Based Approach for Bayesian Calibration of a Functional Input.
Zhaohui LiMatthias Hwai Yong TanPublished in: Technometrics (2022)
Keyphrases
- gaussian process
- gaussian processes
- expectation propagation
- marginal likelihood
- fully bayesian
- gaussian process regression
- regression model
- bayesian framework
- latent variables
- model selection
- approximate inference
- covariance function
- semi supervised
- gaussian process models
- hyperparameters
- gaussian process classification
- posterior distribution
- posterior probability
- input data
- sparse approximations
- bayesian networks
- bayesian methods
- human pose estimation
- maximum likelihood
- sparse approximation
- data sets
- cross validation
- random variables
- co occurrence
- high dimensional