Generalization analysis with deep ReLU networks for metric and similarity learning

Junyu Zhou, Puyu Wang, Ding-Xuan Zhou

While metric and similarity learning has been extensively studied from several theoretical perspectives, a rigorous understanding of its generalization performance is still lacking…