Stability Guarantees for Feature Attributions with Multiplicative Smoothing

Anton Xue, Rajeev Alur, Eric Wong

Explanation methods for machine learning models tend not to provide any formal guarantees and may not reflect the underlying decision-making process. In this work, we analyze stabi…