Provably Learning Diverse Features in Multi-View Data with Midpoint Mixup

Muthu Chidambaram, Xiang Wang, Chenwei Wu, Rong Ge

Abstract: Mixup is a data augmentation technique that relies on training using random convex combinations of data points and their labels. In recent years, Mixup has become a standard primitive used in the t...