T-ARC: Topology-Aware Randomized Clustering via Distributionally Robust Stochastic Block Models

Serena Grazia De Benedictis, Andersen Ang, Nicoletta Del Buono +2

In this work, we introduce a new clustering method, namely T-ARC (Topology-Aware Randomized Clustering), that corrects the geometric bias of K-means by embedding topological inform…