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A survey of unsupervised learning methods for high-dimensional uncertainty quantification in black-box-type problems.
Katiana Kontolati
Dimitrios Loukrezis
Dimitrios G. Giovanis
Lohit Vandanapu
Michael D. Shields
Published in:
J. Comput. Phys. (2022)
Keyphrases
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black box
unsupervised learning
high dimensional
hybrid systems
methods can be applied
data sets
model selection
high dimensional problems
decision trees
supervised learning
open source
high dimensional data
formal specification
white box