The Gromov-Wasserstein distance between networks and stable network invariants

Samir Chowdhury, Facundo Mémoli

We define a metric---the network Gromov-Wasserstein distance---on weighted, directed networks that is sensitive to the presence of outliers. In addition to proving its theoretical…