Distributed Feature Screening via Componentwise Debiasing

Xingxiang Li, Runze Li, Zhiming Xia +1

Feature screening is a powerful tool in the analysis of high dimensional data. When the sample size $N$ and the number of features $p$ are both large, the implementation of classic…