Dirichlet Process-based Robust Clustering using the Median-of-Means Estimator

Supratik Basu, Jyotishka Ray Choudhury, Debolina Paul +1

Clustering stands as one of the most prominent challenges in unsupervised machine learning. Among centroid-based methods, the classic $k$-means algorithm, based on Lloyd's heuristi…