Unlabeled Data Help: Minimax Analysis and Adversarial Robustness

Yue Xing, Qifan Song, Guang Cheng

The recent proposed self-supervised learning (SSL) approaches successfully demonstrate the great potential of supplementing learning algorithms with additional unlabeled data. Howe…