Do Explanations Reflect Decisions? A Machine-centric Strategy to Quantify the Performance of Explainability Algorithms

Zhong Qiu Lin, Mohammad Javad Shafiee, Stanislav Bochkarev +3

There has been a significant surge of interest recently around the concept of explainable artificial intelligence (XAI), where the goal is to produce an interpretation for a decisi…