Can we Agree? On the Rashōmon Effect and the Reliability of Post-Hoc Explainable AI

Clement Poiret, Antoine Grigis, Justin Thomas +1

The Rashōmon effect poses challenges for deriving reliable knowledge from machine learning models. This study examined the influence of sample size on explanations from models in a…