The role of invariance in spectral complexity-based generalization bounds

Konstantinos Pitas, Andreas Loukas, Mike Davies +1

Deep convolutional neural networks (CNNs) have been shown to be able to fit a random labeling over data while still being able to generalize well for normal labels. Describing CNN…