Projection predictive model selection for Gaussian processes.
Juho PiironenAki VehtariPublished in: MLSP (2016)
Keyphrases
- gaussian processes
- predictive model
- gaussian process
- historical data
- gaussian process regression
- decision trees
- covariance function
- prediction model
- gaussian process models
- neural network
- hyperparameters
- probabilistic model
- artificial neural networks
- classification rules
- regression model
- model selection
- latent variables
- bayesian framework
- machine learning methods