Graph Convolutional Neural Networks as Parametric CoKleisli morphisms

Bruno Gavranović, Mattia Villani

We define the bicategory of Graph Convolutional Neural Networks ${\mathbf{GCNN}}_n$ for an arbitrary graph with $n$ nodes. We show it can be factored through the already existing cat…