Grigory Khromov

Some Fundamental Aspects about Lipschitz Continuity of Neural Networks

Lipschitz continuity is a crucial functional property of any predictive model, that naturally governs its robustness, generalisation, as well as adversarial vulnerability. Contrary to other works that focus on obtaining tighter bounds and developing different practical strategies to enforce certain…