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Data efficient surrogate modeling for engineering design: Ensemble-free batch mode deep active learning for regression.
Harsh Vardhan
Umesh Timalsina
Péter Völgyesi
Janos Sztipanovits
Published in:
CoRR (2022)
Keyphrases
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active learning
engineering design
batch mode
data sets
training data
pairwise
semi supervised
data distribution
supervised learning
batch mode active learning
incremental learning
unlabeled data
semi supervised learning
labeled data
data points
training set
case study
feature selection
neural network