Complex exponential graph convolutional networks

DOI10.1016/j.ins.2023.119041MaRDI QIDQ6121665

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Publication date: 26 March 2024

Published in: Information Sciences (Search for Journal in Brave)

zbMATH Keywords

semi-supervised learningnode classificationgraph convolutional networkgraph Fourier transformation

Mathematics Subject Classification ID

Computational learning theory (68Q32) Artificial neural networks and deep learning (68T07) Learning and adaptive systems in artificial intelligence (68T05) Graph theory (including graph drawing) in computer science (68R10) Fourier and Fourier-Stieltjes transforms and other transforms of Fourier type (42A38) Computational aspects of data analysis and big data (68T09)

Cites Work

• Extensions of compressed sensing
• HesGCN: Hessian graph convolutional networks for semi-supervised classification
• Autoregressive Moving Average Graph Filtering
• CayleyNets: Graph Convolutional Neural Networks With Complex Rational Spectral Filters

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