A gentle introduction to deep learning for graphs
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Elsevier BV
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Abstract
The adaptive processing of graph data is a long-standing research topic which has been lately consolidated as a theme of major interest in the deep learning community. The snap increase in the amount and breadth of related research has come at the price of little systematization of knowledge and attention...
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Keywords
Social and Information Networks (cs.SI) , FOS: Computer and information sciences , Computer Science - Machine Learning , Knowledge Bases , Computer Science - Social and Information Networks , Machine Learning (stat.ML) , Machine Learning (cs.LG) , Deep Learning , Statistics - Machine Learning , Deep learning for graphs; Graph neural networks; Learning for structured data