ANOVA Gaussian process modeling for high-dimensional stochastic computational models.
Chen ChenQifeng LiaoPublished in: J. Comput. Phys. (2020)
Keyphrases
- computational models
- gaussian process
- computational modeling
- high dimensional
- computational model
- cognitive modeling
- gaussian processes
- gaussian process models
- regression model
- gaussian process regression
- cognitive modelling
- dynamical models
- semi supervised
- approximate inference
- hyperparameters
- language acquisition
- model selection
- latent variables
- expectation propagation
- gaussian process classification
- latent space
- bayesian framework
- low dimensional
- sample size
- dynamical model
- marginal likelihood
- feature space
- parameter space
- dimensionality reduction
- similarity measure
- machine learning