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

no code implementations • 29 Mar 2023 • Ziwen Wang, Yancheng Yuan, Jiaming Ma, Tieyong Zeng, Defeng Sun

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.

Clustering