Compressing network populations with modal networks reveal structural diversity

Abstract Analyzing relational data consisting of multiple samples or layers involves critical challenges: How many networks are required to capture the variety of structures in the data? And what are the structures of these representative networks? We describe efficient nonparametric methods derived...

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Bibliographic Details
Main Authors: Alec Kirkley, Alexis Rojas, Martin Rosvall, Jean-Gabriel Young
Format: Article
Language:English
Published: Nature Portfolio 2023-06-01
Series:Communications Physics
Online Access:https://doi.org/10.1038/s42005-023-01270-5

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