On the Foundations of Shortcut Learning

Katherine L. Hermann, Hossein Mobahi, Thomas Fel +1

Deep-learning models can extract a rich assortment of features from data. Which features a model uses depends not only on \emph{predictivity} -- how reliably a feature indicates tr…