Muddling Labels for Regularization, a novel approach to generalization

Karim Lounici, Katia Meziani, Benjamin Riu

Generalization is a central problem in Machine Learning. Indeed most prediction methods require careful calibration of hyperparameters usually carried out on a hold-out \textit{val…