Generative hypergraph models and spectral embedding

Abstract Many complex systems involve interactions between more than two agents. Hypergraphs capture these higher-order interactions through hyperedges that may link more than two nodes. We consider the problem of embedding a hypergraph into low-dimensional Euclidean space so that most interactions...

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Bibliographic Details
Main Authors: Xue Gong, Desmond J. Higham, Konstantinos Zygalakis
Format: Article
Language:English
Published: Nature Portfolio 2023-01-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-023-27565-9