Uniform Concentration Bounds toward a Unified Framework for Robust Clustering

Debolina Paul, Saptarshi Chakraborty, Swagatam Das +1

Recent advances in center-based clustering continue to improve upon the drawbacks of Lloyd's celebrated $k$-means algorithm over $60$ years after its introduction. Various methods…