Multi-fidelity classification using Gaussian processes: accelerating the prediction of large-scale computational models.
Francisco Sahli CostabalParis PerdikarisEllen KuhlDaniel E. HurtadoPublished in: CoRR (2019)
Keyphrases
- computational models
- gaussian processes
- computational model
- gaussian process models
- ordinal regression
- bayesian methods
- gaussian process
- cognitive modelling
- relevance vector machine
- language acquisition
- gaussian process regression
- hyperparameters
- support vector
- feature vectors
- multi task learning
- covariance function
- cross validation
- multi task
- text classification
- decision trees
- feature space
- machine learning
- feature selection
- computational modeling
- training data
- supervised learning
- image classification
- bayesian framework
- preference learning
- model selection
- graphical models