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Keywords: graphs and tensors
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Journal Articles
Foundations and Trends in Machine Learning (2020) 13 (2-3): 158–331.
Published: 22 December 2020
... and A. G. Constantinides Licensed re-use rights only graph theory random data on graphs big data on graphs signal processing on graphs machine learning on graphs graph topology learning systems on graphs vertex-frequency estimation graph neural networks graphs and tensors Graphs...
Journal Articles
Foundations and Trends in Machine Learning (2020) 13 (4): 332–530.
Published: 22 December 2020
..., and it is shown that tensors (multidimensional data arrays) can be treated as a special class of graph signals, whereby the graph vertices reside on a high-dimensional regular lattice structure. Finally, the concept of graph tensor networks is shown to provide a unifying framework for learning of big data...

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