ML4ML: Automated Invariance Testing for Machine Learning Models

Zukang Liao, Pengfei Zhang, Min Chen

In machine learning (ML) workflows, determining the invariance qualities of an ML model is a common testing procedure. Traditionally, invariance qualities are evaluated using simpl…