Benedict Clark

Theoretical Behavior of XAI Methods in the Presence of Suppressor Variables

2023 · arXiv (Cornell University)

In recent years, the community of 'explainable artificial intelligence' (XAI) has created a vast body of methods to bridge a perceived gap between model 'complexity' and 'interpretability'. However, a concrete problem to be solved by …