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Gaussian Process-Based Dimension Reduction for Goal-Oriented Sequential Design.
Malek Ben Salem
François Bachoc
Olivier Roustant
Fabrice Gamboa
Lionel Tomaso
Published in:
SIAM/ASA J. Uncertain. Quantification (2019)
Keyphrases
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goal oriented
dimension reduction
gaussian process
regression model
principal component analysis
gaussian processes
feature extraction
high dimensional data
semi supervised
manifold learning
prior knowledge
singular value decomposition
feature selection
low dimensional
cluster analysis
bayesian framework