CAT: Interpretable Concept-based Taylor Additive Models

Viet Duong, Qiong Wu, Zhengyi Zhou +5

As an emerging interpretable technique, Generalized Additive Models (GAMs) adopt neural networks to individually learn non-linear functions for each feature, which are then combine…