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gptkbp:instanceOf
|
gptkb:graph_neural_network_architecture
|
|
gptkbp:arXivID
|
1606.09375
|
|
gptkbp:basedOn
|
gptkb:Chebyshev_polynomials
|
|
gptkbp:citation
|
gptkb:Convolutional_Neural_Networks_on_Graphs_with_Fast_Localized_Spectral_Filtering
10.48550/arXiv.1606.09375
|
|
gptkbp:estimatedCost
|
graph convolution
|
|
gptkbp:fullName
|
gptkb:Chebyshev_Spectral_Graph_Convolutional_Network
|
|
gptkbp:influenced
|
gptkb:Graph_Convolutional_Network_(GCN)
|
|
gptkbp:input
|
graph-structured data
|
|
gptkbp:introduced
|
gptkb:Michaël_Defferrard
gptkb:Pierre_Vandergheynst
gptkb:Xavier_Bresson
|
|
gptkbp:introducedIn
|
2016
|
|
gptkbp:platform
|
spectral graph neural networks
|
|
gptkbp:publishedIn
|
gptkb:NIPS_2016
|
|
gptkbp:reduces
|
computational complexity of spectral convolutions
|
|
gptkbp:relatedTo
|
gptkb:spectral_graph_theory
gptkb:GCN
gptkb:Graph_Convolutional_Network
|
|
gptkbp:usedFor
|
semi-supervised learning
node classification
graph signal processing
|
|
gptkbp:uses
|
localized spectral filters
|
|
gptkbp:bfsParent
|
gptkb:GCN
|
|
gptkbp:bfsLayer
|
6
|
|
https://www.w3.org/2000/01/rdf-schema#label
|
ChebNet
|