Do Tabular Foundation Models Still Need Feature Engineering?

Yifan WU, Pinjun Dong, Jiran Tao +1

Feature engineering has long been a cornerstone of tabular machine learning. Tabular foundation models (TFMs) are pretrained on a wide range of tabular datasets and applied via in-…