Active Learning for Gaussian Process Considering Uncertainties with Application to Shape Control of Composite Fuselage.
Xiaowei YueYuchen WenJeffrey H. HuntJianjun ShiPublished in: CoRR (2020)
Keyphrases
- gaussian process
- active learning
- semi supervised
- gaussian processes
- regression model
- gaussian process regression
- latent variables
- hyperparameters
- bayesian framework
- approximate inference
- gaussian process classification
- multiscale
- covariance function
- expectation propagation
- random sampling
- incomplete data
- prior information
- transfer learning
- markov random field