Robust Ambiguity Detection (RAD) From Model- and Feature-Space Consistency

Manya Singh, Mark T. Keane, Arjun Pakrashi

Machine learning models should be robust, in the sense of remaining predictively consistent under permissible variations. A model's predictions should ideally remain unchanged when…