An Efficient Semismooth Newton Based Algorithm for Convex Clustering

Yancheng Yuan, Defeng Sun, Kim-Chuan Toh

Abstract: Clustering is a fundamental problem in unsupervised learning. Popular methods like K-means, may suffer from instability as they are prone to get stuck in its local minima. Recently, the sumof-norms...