BriefGPT.xyz
Aug, 2018
基于增强低秩矩阵逼近的多层网络嵌入
Multi-Level Network Embedding with Boosted Low-Rank Matrix Approximation
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Jundong Li, Liang Wu, Huan Liu
TL;DR
本文提出一种多层网络嵌入框架 BoostNE,能够从粗到细学习不同粒度的多个网络嵌入表示,超越现有的网络嵌入方法。
Abstract
As opposed to manual feature engineering which is tedious and difficult to scale,
network representation learning
has attracted a surge of research interests as it automates the process of feature learning on graphs. The learned
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