Hanzaleh Akbari Nodehi

Adversarial Robustness of Nonparametric Regression

In this paper, we investigate the adversarial robustness of nonparametric regression, a fundamental problem in machine learning, under the setting where an adversary can arbitrarily corrupt a subset of the input data. While the robustness of parametric regression has been extensively studied, its no…