Wasserstein $K$-means for clustering probability distributions

Yubo Zhuang, Xiaohui Chen, Yun Yang

Clustering is an important exploratory data analysis technique to group objects based on their similarity. The widely used $K$-means clustering method relies on some notion of dist…