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Deep Gaussian Process metamodeling of sequentially sampled non-stationary response surfaces.
Vincent Dutordoir
Nicolas Knudde
Joachim van der Herten
Ivo Couckuyt
Tom Dhaene
Published in:
WSC (2017)
Keyphrases
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non stationary
gaussian process
covariance function
gaussian processes
regression model
gaussian process regression
approximate inference
model selection
bayesian framework
latent variables
hyperparameters
gaussian process models
semi supervised
sparse approximations
cross validation
change point detection
autoregressive
closed form
prior knowledge
empirical mode decomposition
computer vision
expectation propagation
feature space
image processing