Sally Dufek

Generalized Adversarial Distances to Efficiently Discover Classifier Errors

2021 · arXiv (Cornell University)

Given a black-box classification model and an unlabeled evaluation dataset from some application domain, efficient strategies need to be developed to evaluate the model. Random sampling allows a user to estimate metrics like accuracy, precision, …