Transferability of Graph Neural Networks: an Extended Graphon Approach

Sohir Maskey, Ron Levie, Gitta Kutyniok

We study spectral graph convolutional neural networks (GCNNs), where filters are defined as continuous functions of the graph shift operator (GSO) through functional calculus. A sp…