Generalization of Geometric Graph Neural Networks with Lipschitz Loss Functions

Zhiyang Wang, Juan Cervino, Alejandro Ribeiro

In this paper, we study the generalization capabilities of geometric graph neural networks (GNNs). We consider GNNs over a geometric graph constructed from a finite set of randomly…