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Towards a Unified Framework for Uncertainty-aware Nonlinear Variable Selection with Theoretical Guarantees.
Wenying Deng
Beau Coker
Jeremiah Zhe Liu
Brent A. Coull
Published in:
CoRR (2022)
Keyphrases
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variable selection
theoretical guarantees
cross validation
high dimensional
input variables
linear models
worst case
model selection
dimension reduction
group lasso
high dimensional data
policy iteration
artificial neural networks
data mining
upper bound
support vector machine
feature extraction