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新算法解决超图中的最大强独立集问题

本文介绍了一种解决超图中最大强独立集问题的新算法方法。该问题涉及找到最大的顶点集,使得每条超边与该集合最多相交于一个顶点。该概念适用于多频带LSH-MinHash去重等场景,其中需要仔细处理局部冲突证据,以避免产生虚假的全局等价性。研究为该问题开发了一套工具,包括约简、界限和证书,并分析了一种具有相关复杂性界限的贪婪聚类算法。 AI

排序理由 该条目是发表在arXiv上的学术论文,详细介绍了一种解决特定数学问题的新算法方法。[lever_c_demoted from research: ic=1 ai=0.4]

在 arXiv cs.LG 阅读 →

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新算法解决超图中的最大强独立集问题

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该条目是发表在arXiv上的学术论文,详细介绍了一种解决特定数学问题的新算法方法。[lever_c_demoted from research: ic=1 ai=0.4]
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报道来源 [1]

  1. arXiv cs.LG TIER_1 English(EN) · Yingquan (Cody), Wu, Jason Cong ·

    超图中的最大强独立集:归约、界限和贪心证书

    arXiv:2609.17951v1 Announce Type: new Abstract: We study the maximum strong independent set problem in a finite hypergraph: find the largest vertex set that intersects every hyperedge in at most one vertex. This objective arises whenever each observed block is a local incompatibi…