Global Saliency: Aggregating Saliency Maps to Assess Dataset Artefact Bias

Jacob Pfau, Albert T. Young, Maria L. Wei +1

In high-stakes applications of machine learning models, interpretability methods provide guarantees that models are right for the right reasons. In medical imaging, saliency maps h…