Simplifying Graph Convolutional Networks
GPTKB entity
Statements (19)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
gptkb:academic_journal
|
| gptkbp:arXivID |
1902.07153
|
| gptkbp:author |
gptkb:Kilian_Q._Weinberger
gptkb:Tianyi_Zhang gptkb:Felix_Wu gptkb:Amauri_Holanda_de_Souza_Jr. Christopher Fifty Tianjian Cai |
| gptkbp:citation |
high
|
| gptkbp:field |
gptkb:machine_learning
graph neural networks |
| gptkbp:focusesOn |
removing nonlinearities and collapsing weight matrices in GCNs
|
| https://www.w3.org/2000/01/rdf-schema#label |
Simplifying Graph Convolutional Networks
|
| gptkbp:proposedBy |
SGC (Simple Graph Convolution)
|
| gptkbp:publicationYear |
2019
|
| gptkbp:publishedIn |
gptkb:International_Conference_on_Machine_Learning_(ICML)
|
| gptkbp:url |
https://arxiv.org/abs/1902.07153
|
| gptkbp:bfsParent |
gptkb:Simplified_GCN
|
| gptkbp:bfsLayer |
7
|