BriefGPT.xyz
Feb, 2018
学习基于角色的图嵌入
Learning Role-based Graph Embeddings
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Nesreen K. Ahmed, Ryan Rossi, John Boaz Lee, Xiangnan Kong, Theodore L. Willke...
TL;DR
本文介绍了使用 Role2Vec 框架基于属性随机游走的方法来在图形数据分析中实现广义深度学习和节点表示学习，并取得了较好的效果和泛化能力。
Abstract
random walks
are at the heart of many existing
network embedding
methods. However, such algorithms have many limitations that arise from the use of
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