RelatIF: Identifying Explanatory Training Examples via Relative Influence

Elnaz Barshan, Marc-Etienne Brunet, Gintare Karolina Dziugaite

In this work, we focus on the use of influence functions to identify relevant training examples that one might hope "explain" the predictions of a machine learning model. One short…