Interpretable Feature Interaction via Statistical Self-supervised Learning on Tabular Data

Xiaochen Zhang, Haoyi Xiong

In high-dimensional and high-stakes contexts, ensuring both rigorous statistical guarantees and interpretability in feature extraction from complex tabular data remains a formidabl…