Debugging Tests for Model Explanations

Julius Adebayo, Michael Muelly, Ilaria Liccardi +1

We investigate whether post-hoc model explanations are effective for diagnosing model errors--model debugging. In response to the challenge of explaining a model's prediction, a va…