Convolutional Kernel Networks for Graph-Structured Data

Dexiong Chen, Laurent Jacob, Julien Mairal

We introduce a family of multilayer graph kernels and establish new links between graph convolutional neural networks and kernel methods. Our approach generalizes convolutional ker…