Addressing Mistake Severity in Neural Networks with Semantic Knowledge

Natalie Abreu, Nathan Vaska, Victoria Helus

Robustness in deep neural networks and machine learning algorithms in general is an open research challenge. In particular, it is difficult to ensure algorithmic performance is mai…