Exponentially Consistent Nonparametric Linkage-Based Clustering of Data Sequences

Bhupender Singh, Ananth Ram Rajagopalan, Srikrishna Bhashyam

In this paper, we consider nonparametric clustering of $M$ independent and identically distributed (i.i.d.) data sequences generated from {\em unknown} distributions. The distribut…