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Graph signal processing with categorical perspective

2023/02/24 by Ji, Feng, Jian, Xingchao, Tay, Wee Peng
#FOS: Electrical engineering #FOS: Mathematics #Probability (math.PR) #Signal Processing (eess.SP) #electronic engineering #information engineering

paper · doi:10.48550/arxiv.2302.12421

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.

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