Benign Overfitting and the Geometry of the Ridge Regression Solution in Binary Classification

Alexander Tsigler, Luiz F. O. Chamon, Spencer Frei +1

In this work, we investigate the behavior of ridge regression in an overparameterized binary classification task. We assume examples are drawn from (anisotropic) class-conditional…