Hypergraphs with edge-dependent vertex weights: p-Laplacians and spectral clustering

We study p-Laplacians and spectral clustering for a recently proposed hypergraph model that incorporates edge-dependent vertex weights (EDVW). These weights can reflect different importance of vertices within a hyperedge, thus conferring the hypergraph model higher expressivity and flexibility. By c...

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Bibliographic Details
Main Authors: Yu Zhu, Santiago Segarra
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-02-01
Series:Frontiers in Big Data
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fdata.2023.1020173/full