Stable Adversarial Learning under Distributional Shifts

Jiashuo Liu, Zheyan Shen, Peng Cui +4

Machine learning algorithms with empirical risk minimization are vulnerable under distributional shifts due to the greedy adoption of all the correlations found in training data. R…