Chris Lin

On the Robustness of Removal-Based Feature Attributions

2023 · arXiv (Cornell University)

To explain predictions made by complex machine learning models, many feature attribution methods have been developed that assign importance scores to input features. Some recent work challenges the robustness of these methods by showing that …