Holdout cross-validation for large non-Gaussian covariance matrix estimation using Weingarten calculus

Lamia Lamrani, Benoît Collins, Jean-Philippe Bouchaud

Cross-validation is one of the most widely used methods for model selection and evaluation; its efficiency for large covariance matrix estimation appears robust in practice, but li…