CayleyNets : graph convolutional neural networks with complex rational spectral filters

The rise of graph-structured data such as social networks, regulatory networks, citation graphs, and functional brain networks, in combination with resounding success of deep learning in various applications, has brought the interest in generalizing deep learning models to non-Euclidean domains. In...

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Bibliographic Details
Main Authors: Levie, Ron, Monti, Federico, Bresson, Xavier, Bronstein, Michael M.
Other Authors: School of Computer Science and Engineering
Format: Journal Article
Language:English
Published: 2020
Subjects:
Online Access:https://hdl.handle.net/10356/139445