Gaussian Process Quantile Regression using Expectation Propagation.
Alexis BoukouvalasRemi Louis BarillecDan CornfordPublished in: CoRR (2012)
Keyphrases
- expectation propagation
- gaussian process
- gaussian process classification
- gaussian processes
- approximate inference
- regression model
- latent variables
- model selection
- hyperparameters
- conditional distribution
- bayesian framework
- semi supervised
- bayesian inference
- decision trees
- prior information
- bayesian methods
- generative model
- density estimation
- least squares
- active learning
- prior knowledge
- high dimensional