An Efficient Smoothing Proximal Gradient Algorithm for Convex Clustering

Xin Zhou, Chunlei Du, Xiaodong Cai

Cluster analysis organizes data into sensible groupings and is one of fundamental modes of understanding and learning. The widely used K-means and hierarchical clustering methods c…