Parallelizing Gaussian Process Calculations in R
Christopher J. PaciorekBenjamin LipshitzWei Zhuo PrabhatCari KaufmanRollin C. ThomasPublished in: CoRR (2013)
Keyphrases
- gaussian process
- gaussian processes
- gaussian process regression
- regression model
- semi supervised
- bayesian framework
- model selection
- approximate inference
- latent variables
- gaussian process classification
- hyperparameters
- covariance function
- sparse approximations
- fully bayesian
- marginal likelihood
- higher order
- dynamical model
- gaussian process models
- image processing
- expectation propagation