Saliency Cards: A Framework to Characterize and Compare Saliency Methods

Angie Boggust, Harini Suresh, Hendrik Strobelt +2

Saliency methods are a common class of machine learning interpretability techniques that calculate how important each input feature is to a model's output. We find that, with the r…