Harmful Overfitting in Sobolev Spaces

Kedar Karhadkar, Alexander Sietsema, Deanna Needell +1

Motivated by recent work on benign overfitting in overparameterized machine learning, we study the generalization behavior of functions in Sobolev spaces $W^{k,p}({\mathbb{R}}^d)$ t…