Causal Data Augmentation for Robust Fine-Tuning of Tabular Foundation Models

Magnus Bühler, Lennart Purucker, Frank Hutter

Fine-tuning tabular foundation models (TFMs) under data scarcity is challenging, as early stopping on even scarcer validation data often fails to capture true generalization perfor…