PACE: Plug-and-Play Contextual Embedding for Feature Screening with Pretrained Tabular Foundation Models

Qi Qin, Erbo Li, Ting Wei +4

In high-dimensional tabular learning, feature screening provides a lightweight, model-agnostic way to remove irrelevant features before model fitting. However, scoring raw values d…