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Graph signal processing with categorical perspective

Signal Processing 2023-02-27 v1 Probability
Authors: Feng Ji , Xingchao Jian , Wee Peng Tay
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Abstract

In this paper, we propose a framework for graph signal processing using category theory. The aim is to generalize a few recent works on probabilistic approaches to graph signal processing, which handle signal and graph uncertainties.

Keywords

graph signal processing

Cite

@article{arxiv.2302.12421,
  title  = {Graph signal processing with categorical perspective},
  author = {Feng Ji and Xingchao Jian and Wee Peng Tay},
  journal= {arXiv preprint arXiv:2302.12421},
  year   = {2023}
}

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R2 v1 2026-06-28T08:48:30.251Z