Safety of neural networks

Optimal Loss Functions for Distributionally Robust Optimization of Neural Networks

Recent years have seen a surge in the attention drawn by deep learning as its presence gets stronger in numerous application domains, including safety-critical systems such as autonomous vehicles. Although neural networks have superb generalization …