Algorithmic Robustness for Learning via $(\epsilon ,\gamma ,\tau )$-Good Similarity Functions

Maria-Irina Nicolae, Marc Sebban, Amaury Habrard +2

The notion of metric plays a key role in machine learning problems such as classification, clustering or ranking. However, it is worth noting that there is a severe lack of theoret…