The Infinity Mirror Test for Graph Models

Graph models, like other machine learning models, have implicit and explicit biases built-in, which often impact performance in nontrivial ways. The model's faithfulness is often measured by comparing the newly generated graph against the source graph using any number or combination of graph pr...

Ausführliche Beschreibung

Bibliographische Detailangaben

Veröffentlicht in:	arXiv.org 2022-01
Hauptverfasser:	Sikdar, Satyaki, Daniel Gonzalez Cedre, d, Trenton W, Weninger, Tim
Format:	Artikel
Sprache:	eng
Schlagworte:	Computer Science - Social and Information Networks Infinity Machine learning Physics - Physics and Society Topology
Online-Zugang:	Volltext
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!