Stable and consistent density-based clustering via multiparameter persistence

Alexander Rolle, Luis Scoccola

We consider the degree-Rips construction from topological data analysis, which provides a density-sensitive, multiparameter hierarchical clustering algorithm. We analyze its stabil…