English(EN) Directed mixed membership stochastic blockmodel

推出新的定向混合成员随机块模型用于网络分析

作者 PulseAugur 编辑部 · [1 个来源] · 2026-09-10 04:00

研究人员推出了一种新的定向混合成员随机块模型（DiMMSB），该模型是一个旨在分析具有重叠社区的定向网络的框架。该模型允许邻接矩阵中的行节点和列节点拥有不同的社区组织。一种名为 DiSP 的高效谱过程已被开发出来，用于估计这些节点集的混合成员资格，与现有方法相比，理论分析和模拟均表明其错误率更低、计算速度更快。 AI

排序理由该集群包含一篇详细介绍用于网络分析的新统计模型的学术论文。[lever_c_demoted from research: ic=1 ai=0.4]

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arXiv cs.LG TIER_1 English(EN) · Huan Qing, Jingli Wang · 2026-09-10 04:00

定向混合成员随机块模型

arXiv:2101.02307v4 Announce Type: replace-cross Abstract: Mixed membership modeling for undirected networks has been extensively explored in network science over the past few years. Despite the substantial progress made for undirected cases, handling mixed membership structures i…

本文如何被排名

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定向混合成员随机块模型

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