Nuisances via Negativa: Adjusting for Spurious Correlations via Data Augmentation

Aahlad Puli, Nitish Joshi, Yoav Wald +2

In prediction tasks, there exist features that are related to the label in the same way across different settings for that task; these are semantic features or semantics. Features…