Randomly Projected Convex Clustering Model: Motivation, Realization, and Cluster Recovery Guarantees

Ziwen Wang, Yancheng Yuan, Jiaming Ma +2

In this paper, we propose a randomly projected convex clustering model for clustering a collection of $n$ high dimensional data points in ${\mathbb{R}}^d$ with $K$ hidden clusters. C…