CUBICS: Situation-aware performance estimation for safety-relevant ML components

Benjamin Herd, Jessica Kelly, Mario Trapp

Machine learning (ML) is a key technology driving innovation today, but ensuring ML safety remains a major challenge for safety-related applications. A promising idea is to build p…