Asymptotically free sketched ridge ensembles: Risks, cross-validation, and tuning

Pratik Patil, Daniel LeJeune

We employ random matrix theory to establish consistency of generalized cross validation (GCV) for estimating prediction risks of sketched ridge regression ensembles, enabling effic…