Adaptively Robust and Sparse K-means Clustering

Hao Li, Shonosuke Sugasawa, Shota Katayama

While K-means is known to be a standard clustering algorithm, its performance may be compromised due to the presence of outliers and high-dimensional noisy variables. This paper pr…