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English(EN) Chamber geometry and specification numbers of Boolean threshold functions

布尔阈值函数映射到几何腔

研究人员为布尔阈值函数开发了一种几何解释,将其与中心超平面排列中的腔相关联。这种方法将函数的规格数与其相应腔的面数联系起来。该研究为规格数建立了 n+1 的下界,并提供了 2n 的上界,表明平均规格数随 n 线性增长。该工作还扩展到多项式阈值函数,并探讨了具有最小规格数的函数上的运算。 AI

排序理由 该条目是一篇学术论文,详细介绍了离散数学和计算机科学领域的理论研究。[lever_c_demoted from research: ic=1 ai=0.1]

在 arXiv cs.LG 阅读 →

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布尔阈值函数映射到几何腔

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该条目是一篇学术论文,详细介绍了离散数学和计算机科学领域的理论研究。[lever_c_demoted from research: ic=1 ai=0.1]
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报道来源 [1]

  1. arXiv cs.LG TIER_1 English(EN) · Martin Anthony ·

    布尔阈值函数的腔几何和规格数

    arXiv:2606.29477v1 Announce Type: cross Abstract: The specification number $\sigma_n(f)$ of a Boolean threshold function $f$ on $n$ variables is the least number of points whose $f$-values determine $f$ uniquely among all threshold functions. Its essential points form the unique …