On Measuring Excess Capacity in Neural Networks

Florian Graf, Sebastian Zeng, Bastian Rieck +2

We study the excess capacity of deep networks in the context of supervised classification. That is, given a capacity measure of the underlying hypothesis class - in our case, empir…