Norm-based generalisation bounds for multi-class convolutional neural networks

Antoine Ledent, Waleed Mustafa, Yunwen Lei +1

We show generalisation error bounds for deep learning with two main improvements over the state of the art. (1) Our bounds have no explicit dependence on the number of classes exce…