解开高斯混合模型

Mar, 2024

Untangling Gaussian Mixtures

Eva Fluck, Sandra Kiefer, Christoph Standke

TL;DR探讨了利用纠结在数据集中作为集群研究的一种正式手段，通过建立类似于数据点之间相似性的图结构，并提供了随着概率逐渐几乎确定存在垂直高斯分布纠结的明确条件，以此作为数据中集群可分离性的充分正式标准。

Abstract

tangles were originally introduced as a concept to formalize regions of high connectivity in graphs. In recent years, they have also been discovered as a link between →