A Simple Spectral Failure Mode for Graph Convolutional Networks

Carey E. Priebe, Cencheng Shen, Ningyuan Huang +1

Neural networks have achieved remarkable successes in machine learning tasks. This has recently been extended to graph learning using neural networks. However, there is limited the…