Bahavathy Kathirgamanathan

XALIGN: A Human-centric Visual Analytics Approach to Understanding AI Explanations

Explainable AI (XAI) methods are usually evaluated for technical properties such as faithfulness and robustness. In high-stakes application domains, experts also need to check model predictions against established knowledge. Different explanation methods often disagree, and this disagreement is hard to see when each me...