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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Main Authors: Ji, Feng, Jian, Xingchao, Tay, Wee Peng
其他作者: School of Electrical and Electronic Engineering
格式: Article
語言:English
出版: 2025
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在線閱讀:https://hdl.handle.net/10356/182368
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機構: Nanyang Technological University
語言: English