Generalizing similarity in noisy setups: the DIBS phenomenon

Nayara Fonseca, Veronica Guidetti

This work uncovers an interplay among data density, noise, and the generalization ability in similarity learning. We consider Siamese Neural Networks (SNNs), which are the basic fo…