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A comprehensive multi-fidelity surrogate framework based on Gaussian process for datasets with heterogeneous responses.
Juyoung Lee
Mingyu Lee
Bong Jae Lee
Ikjin Lee
Published in:
Knowl. Based Syst. (2024)
Keyphrases
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gaussian process
bayesian framework
dynamical model
gaussian processes
regression model
data sets
machine learning
hyperparameters
semi supervised
model selection
latent variables
approximate inference
marginal likelihood
sparse approximations