Computational Geometry ( IF 0.4 ) Pub Date : 2020-03-16 , DOI: 10.1016/j.comgeo.2020.101649 Imre Bárány , Nabil H. Mustafa
We show that, as a consequence of a new result of Pór on universal Tverberg partitions, any large-enough set P of points in has a -sized subset whose Radon point has half-space depth at least , where depends only on d. We then give two applications of this result. The first is to computing weak ϵ-nets by random sampling. The second is to show that given any set P of points in and a parameter , there exists a set of -dimensional simplices (ignoring polylogarithmic factors) spanned by points of P such that they form a transversal for all convex objects containing at least points of P.
中文翻译:
Tverberg分区的普遍性定理在数据深度和命中凸集上的应用
我们证明,由于Pór在通用Tverberg分区上的新结果,任何足够大的P点集 有一个 子集的Radon点至少具有半空间深度 ,在哪里 仅取决于d。然后我们给出该结果的两个应用。首先是通过随机抽样计算弱ϵ网络。第二个是表明给定任何点P 和一个参数 ,存在一组 P点跨越的三维单形(忽略多对数因子),使得它们对所有至少包含的凸对象形成一个横向P点。