DiffKnock: Diffusion-based Knockoff Statistics for Neural Networks Inference

Heng Ge, Qing Lu

We introduce DiffKnock, a diffusion-based knockoff framework for high-dimensional feature selection with finite-sample false discovery rate (FDR) control. DiffKnock addresses two k…