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A Laplacian-regularized dual-phase Gaussian process technique for semi-supervised response surface modeling of black-box functions.
Stanford Martinez
Adel Alaeddini
Published in:
Qual. Reliab. Eng. Int. (2022)
Keyphrases
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black box
gaussian process
semi supervised
response surface
gaussian processes
gaussian process models
labeled data
bayesian framework
hyperparameters
supervised learning
pairwise
active learning
regression model
design space
test cases
upper bound
latent variables
generative model
prior knowledge