Tail-Weight Control and Localized Generalization in Nearly Low-Rank Adversarial Classification

Kunyu Wang, Dehan Wang, Wenjun Chen

Empirical ramp fitting can assign weight to pure-noise features even when the population optimum ignores them. We quantify this gap for norm-constrained adversarial classification…