Learning Rules-First Classifiers

Deborah Cohen, Amit Daniely, Amir Globerson, Gal Elidan

Abstract: Complex classifiers may exhibit “embarassing” failures in cases where humans can easily provide a justified classification. Avoiding such failures is obviously of key importance. In this work, we f...