LINE:Large-scale Information Network Embedding
2021-02-13 23:19
标签：理解 技术 pos youdao which ati pes ali direct ????which is suitable for arbitrary types of information networks:undirected,directed,and/or weighted。 ????which suits arbitrary types of information networks and easily scales to millions of nodes.It has a carefully designed objective function that preserves both the first-order and second-order proximities； ????LINE论文 ????同时考虑first-order proximity and second-order proximity。 LINE:Large-scale Information Network Embedding 标签：理解 技术 pos youdao which ati pes ali direct 原文地址：https://www.cnblogs.com/LuckPsyduck/p/13019038.html1.运用场景
2.创新点
????propose an edge-sampling algorithm for optimizing the objective.The algorithm tackles the limitation of the classical stochastic gradient decent and improves the effectiveness and efficiency of the inference。3.算法原理
3.1 网络框架
3.2 LINE
4.算法理解
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文章标题：LINE:Large-scale Information Network Embedding
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