Algebraic and Statistical Properties of the Partially Regularized Ordinary Least Squares Interpolator

Letian Yang, Dennis Shen

Modern deep learning has revealed a surprising statistical phenomenon known as benign overfitting, with high-dimensional linear regression being a prominent example. This paper con…