Modeling sparse graph sequences and signals using generalized graphons

Graphons are limit objects of sequences of graphs and are used to analyze the behavior of large graphs. Recently, graphon signal processing has been developed to study signal processing on large graphs. A major limitation of this approach is that any sparse sequence of graphs inevitably converges to...

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Bibliographic Details
Main Authors: Ji, Feng, Jian, Xingchao, Tay, Wee Peng
Other Authors: School of Electrical and Electronic Engineering
Format: Journal Article
Language:English
Published: 2025
Subjects:
Online Access:https://hdl.handle.net/10356/182368