Toward Machine-Guided, Human-Initiated Explanatory Interactive Learning

Teodora Popordanoska, Mohit Kumar, Stefano Teso

Recent work has demonstrated the promise of combining local explanations with active learning for understanding and supervising black-box models. Here we show that, under specific…