How to Achieve the Intended Aim of Deep Clustering Now, without Deep Learning

Kai Ming Ting, Wei-Jie Xu, Hang Zhang

Deep clustering (DC) is often quoted to have a key advantage over $k$-means clustering. Yet, this advantage is often demonstrated using image datasets only, and it is unclear wheth…