Understanding Simultaneous Train and Test Robustness

Pranjal Awasthi, Sivaraman Balakrishnan, Aravindan Vijayaraghavan

Abstract: This work concerns the study of robust learning algorithms. In practical settings, it is desirable to achieve robustness to many different types of corruptions and shifts in the data distribution s...