Manifold limit for the training of shallow graph convolutional neural networks

Johanna Tengler, Christoph Brune, José A. Iglesias

We study the discrete-to-continuum consistency of the training of shallow graph convolutional neural networks (GCNNs) on proximity graphs of sampled point clouds under a manifold a…