A Practical Algorithm for Distributed Clustering and Outlier Detection

Jiecao Chen, Erfan Sadeqi Azer, Qin Zhang

We study the classic $k$-means/median clustering, which are fundamental problems in unsupervised learning, in the setting where data are partitioned across multiple sites, and wher…