Interpretable Distribution Shift Detection using Optimal Transport

Neha Hulkund, Nicolo Fusi, Jennifer Wortman Vaughan +1

We propose a method to identify and characterize distribution shifts in classification datasets based on optimal transport. It allows the user to identify the extent to which each…