Pulling Up by the Causal Bootstraps: Causal Data Augmentation for Pre-training Debiasing

Sindhu C. M. Gowda, Shalmali Joshi, Haoran Zhang +1

Machine learning models achieve state-of-the-art performance on many supervised learning tasks. However, prior evidence suggests that these models may learn to rely on shortcut bia…