Callisto: Entropy based test generation and data quality assessment for Machine Learning Systems

Sakshi Udeshi, Xingbin Jiang, Sudipta Chattopadhyay

Machine Learning (ML) has seen massive progress in the last decade and as a result, there is a pressing need for validating ML-based systems. To this end, we propose, design and ev…