Automated Selection of Covariance Function for Gaussian process Surrogate Models.

Jakub Repický Martin Holena Zbynek Pitra

Published in: ITAT (2018)

Keyphrases

gaussian process
covariance function
gaussian processes
gaussian process regression
regression model
model selection
hyperparameters
non stationary
approximate inference
latent variables
bayesian framework
semi supervised
bayesian inference
image segmentation
learning tasks
expectation propagation
pairwise