Meyer Scetbon

Robust Linear Regression: Phase-Transitions and Precise Tradeoffs for General Norms

2023 · arXiv (Cornell University)

In this paper, we investigate the impact of test-time adversarial attacks on linear regression models and determine the optimal level of robustness that any model can reach while maintaining a given level of standard predictive …