Helen Lu

Test-time Augmentation Improves Efficiency in Conformal Prediction

A conformal classifier produces a set of predicted classes and provides a probabilistic guarantee that the set includes the true class. Unfortunately, it is often the case that conformal classifiers produce uninformatively large sets. In this work, we show that test-time augmentation (TTA)---a techn…