1 citations · 1 across the 1 of their papers we have counts for
2 papers
stat.ML2022★ 1 cited
Towards a Unified Framework for Uncertainty-aware Nonlinear Variable Selection with Theoretical Guarantees
Wenying Deng, Beau Coker, Rajarshi Mukherjee +2
We develop a simple and unified framework for nonlinear variable selection that incorporates uncertainty in the prediction function and is compatible with a wide range of machine l…
stat.CO2018
CVEK: Robust Estimation and Testing for Nonlinear Effects using Kernel Machine Ensemble
Wenying Deng, Jeremiah Zhe Liu, Erin Lake +1
The R package CVEK introduces a suite of flexible machine learning models and robust hypothesis tests for learning the joint nonlinear effects of multiple covariates in limited sam…