$\sigma$-Ridge: group regularized ridge regression via empirical Bayes noise level cross-validation

Nikolaos Ignatiadis, Panagiotis Lolas

Features in predictive models are not exchangeable, yet common supervised models treat them as such. Here we study ridge regression when the analyst can partition the features into…