Deep Feature Screening: Feature Selection for Ultra High-Dimensional Data via Deep Neural Networks

Kexuan Li, Fangfang Wang, Lingli Yang +1

The applications of traditional statistical feature selection methods to high-dimension, low sample-size data often struggle and encounter challenging problems, such as overfitting…