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most citedUnderstanding Encoder-Decoder Structures in Machine Learning Using Information Measures

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cs.LG2026

L2G-Net: Local to Global Spectral Graph Neural Networks via Cauchy Factorizations

Samuel Fernández-Menduiña, Eduardo Pavez, Antonio Ortega

Despite their theoretical advantages, spectral methods based on the graph Fourier transform (GFT) are seldom used in graph neural networks (GNNs) due to the cost of computing the e…