Why Groups Matter: Necessity of Group Structures in Attributions

Dangxing Chen, Jingfeng Chen, Weicheng Ye

Explainable machine learning methods have been accompanied by substantial development. Despite their success, the existing approaches focus more on the general framework with no pr…