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Towards a Unified Framework for Uncertainty-aware Nonlinear Variable Selection with Theoretical Guarantees.
Wenying Deng
Beau Coker
Rajarshi Mukherjee
Jeremiah Z. Liu
Brent A. Coull
Published in:
NeurIPS (2022)
Keyphrases
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variable selection
theoretical guarantees
input variables
cross validation
worst case
high dimensional
model selection
linear models
dimension reduction
group lasso
sparsity inducing
neural network
feature selection
probabilistic model
preprocessing
pattern recognition
decision trees
image processing