Sophie Hilgard

How Much Should I Trust You? Modeling Uncertainty of Black Box Explanations.

2020 · arXiv (Cornell University)

As local explanations of black box models are increasingly being employed to establish model credibility in high stakes settings, it is important to ensure that these explanations are accurate and reliable. However, local explanations generated …