Adaptive Sampling for Global Meta Modeling Using a Gaussian Process Variance Measure.
Johannes WestermannAntonio ZeaUwe D. HanebeckPublished in: ECC (2021)
Keyphrases
- gaussian process
- adaptive sampling
- gaussian processes
- gaussian process models
- model selection
- hyperparameters
- regression model
- random sampling
- monte carlo
- gaussian process regression
- bayesian framework
- approximate inference
- latent variables
- semi supervised
- similarity measure
- multi class
- text mining
- random variables
- sample size
- machine learning
- closed form
- supervised learning
- high dimensional
- e learning