1 code implementation • 8 Oct 2021 • James B. Simon, Madeline Dickens, Dhruva Karkada, Michael R. DeWeese
We derive simple closed-form estimates for the test risk and other generalization metrics of kernel ridge regression (KRR).
no code implementations • 29 Sep 2021 • James B Simon, Madeline Dickens, Michael Deweese
Finding a quantitative theory of neural network generalization has long been a central goal of deep learning research.