jasperzhong / read-papers-and-code

My paper/code reading notes in Chinese
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ICLR '18 | FastGCN: Fast Learning with Graph Convolutional Networks via Importance Sampling #308

Closed jasperzhong closed 1 year ago

jasperzhong commented 2 years ago

https://arxiv.org/pdf/1801.10247.pdf

jasperzhong commented 1 year ago

FastGCN的idea是每层layer都独立随机选一些nodes嘛,不像GraphSAGE #267 必须是邻居. 所以FastGCN sample的非常sparse,会有accuracy问题.

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