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Network Gromov-Wasserstein Distance by amessbee is a document available to read on EtoBox.

What is Network Gromov-Wasserstein Distance about?

This document defines a new metric called the Network Gromov-Wasserstein distance to compare weighted, directed networks. This distance is sensitive to outliers and defines a metric structure on the space of networks. The document also introduces network invariants that can approximate the Network Gromov-Wasserstein distance through easily computable lower bounds. These invariants and lower bounds provide a practical way to compare networks without solving the full optimization problem.

Author

amessbee

Language

EN