Recovery Guarantees for Kernel-based Clustering under Non-parametric Mixture Models

Leena Chennuru Vankadara, Sebastian Bordt, Ulrike von Luxburg +1

Despite the ubiquity of kernel-based clustering, surprisingly few statistical guarantees exist beyond settings that consider strong structural assumptions on the data generation pr…