Towards Understanding How Data Augmentation Works with Imbalanced Data

Damien A. Dablain, Nitesh V. Chawla

Data augmentation forms the cornerstone of many modern machine learning training pipelines; yet, the mechanisms by which it works are not clearly understood. Much of the research o…