Automatically Detecting Numerical Instability in Machine Learning Applications via Soft Assertions

Shaila Sharmin, Anwar Hossain Zahid, Subhankar Bhattacharjee +3

Machine learning (ML) applications have become an integral part of our lives. ML applications extensively use floating-point computation and involve very large/small numbers; thus,…