Over-parameterization and Adversarial Robustness in Neural Networks: An Overview and Empirical Analysis

Srishti Gupta, Zhang Chen, Luca Demetrio +9

Thanks to their extensive capacity, over-parameterized neural networks exhibit superior predictive capabilities and generalization. However, having a large parameter space is consi…