Bernhard Haslhofer

Predictability and Comprehensibility in Post-Hoc XAI Methods: A User-Centered Analysis

2023 · arXiv (Cornell University)

Post-hoc explainability methods aim to clarify predictions of black-box machine learning models. However, it is still largely unclear how well users comprehend the provided explanations and whether these increase the users ability to predict the …