Benign Overfitting in Adversarially Robust Linear Classification

Jinghui Chen, Yuan Cao, Quanquan Gu

"Benign overfitting", where classifiers memorize noisy training data yet still achieve a good generalization performance, has drawn great attention in the machine learning communit…