BriefGPT.xyz
Dec, 2018
未标记样本压缩方案及其在广泛和最大类别中的应用
Unlabeled sample compression schemes and corner peelings for ample and maximum classes
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Jérémie Chalopin, Victor Chepoi, Shay Moran, Manfred K. Warmuth
TL;DR
该论文研究了机器学习中的组合概念和立体几何领域的拓扑概念之间的联系,并引入了VC维和样本压缩方案等概念,提出了一些新的构造和结论。
Abstract
We examine connections between
combinatorial notions
that arise in
machine learning
and
topological notions
in cubical/simplicial geometry
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