Robust Gaussian process regression based on iterative trimming.
Zhao-Zhou LiLu LiZhengyi ShaoPublished in: Astron. Comput. (2021)
Keyphrases
- gaussian process
- gaussian processes
- gaussian process regression
- regression model
- hyperparameters
- model selection
- bayesian framework
- latent variables
- covariance function
- semi supervised
- gaussian process models
- approximate inference
- gaussian process classification
- sparse approximations
- cross validation
- dynamical model
- gauss newton
- bayesian inference
- expectation propagation
- marginal likelihood
- closed form
- sample size
- maximum likelihood
- bayesian networks
- feature selection