Selecting Feature Interactions for Generalized Additive Models by Distilling Foundation Models

This research introduces TabDistill, a novel method utilizing foundation models to distill complex feature interactions for interpretable Generalized Additiv...

Level: advanced

By Jingyun Jia, Chandan Singh, Rich Caruana, Ben Lengerich

Category: research