RandALO: Out-of-sample risk estimation in no time flat

Parth Nobel, Daniel LeJeune, Emmanuel J. Candès

Estimating out-of-sample risk for models trained on large high-dimensional datasets is an expensive but essential part of the machine learning process, enabling practitioners to op…