Knockoffs Inference under Privacy Constraints

Zhanrui Cai, Yingying Fan, Lan Gao

Model-X knockoff framework offers a model-free variable selection method that ensures finite sample false discovery rate (FDR) control. However, the complexity of generating knocko…