Selecting Feature Interactions for Generalized Additive Models by Distilling Foundation Models

Jingyun Jia, Chandan Singh, Rich Caruana +1

Identifying meaningful feature interactions is a central challenge in building accurate and interpretable models for tabular data. Generalized additive models (GAMs) have shown gre…