We are excited to have a new NSF project funded with Vidya Muthukumar, Tom Goldstein (U Maryland), and Mark Davenport on design principles and theory for data augmentation.
Check out our recent preprint that builds a framework for understanding the impact of augmentation on learning and generalization.