Revisiting graph neural networks from hybrid regularized graph signal reconstruction

DOI10.1016/J.NEUNET.2022.11.003MaRDI QIDQ6488742

Feilong Cao, Ming Li, Jiaxing Miao, Bing Yang, Hailiang Ye

Publication date: 18 October 2023

Published in: Neural Networks (Search for Journal in Brave)

zbMATH Keywords

regularizationgraph neural networkgraph signal reconstructionunfolding network

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05) Signal theory (characterization, reconstruction, filtering, etc.) (94A12)

Cites Work

• Elastic-net regularization in learning theory
• Proximity algorithms for image models: denoising
• Graph Unrolling Networks: Interpretable Neural Networks for Graph Signal Denoising
• Graph Regularized Sparse Coding for Image Representation
• Signal Recovery by Proximal Forward-Backward Splitting
• Compressed sensing

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