A Statistical Model for Predicting Generalization in Few-Shot Classification

Yassir Bendou, Vincent Gripon, Bastien Pasdeloup +5

The estimation of the generalization error of classifiers often relies on a validation set. Such a set is hardly available in few-shot learning scenarios, a highly disregarded shor…