An Empirical Analysis of Backward Compatibility in Machine Learning Systems

Megha Srivastava, Besmira Nushi, Ece Kamar +2

In many applications of machine learning (ML), updates are performed with the goal of enhancing model performance. However, current practices for updating models rely solely on iso…