Tighter expected generalization error bounds via Wasserstein distance

Borja Rodríguez-Gálvez, Germán Bassi, Ragnar Thobaben +1

This work presents several expected generalization error bounds based on the Wasserstein distance. More specifically, it introduces full-dataset, single-letter, and random-subset b…