Stability of Density-Based Clustering

Alessandro Rinaldo, Aarti Singh, Rebecca Nugent +1

High density clusters can be characterized by the connected components of a level set $L(\lambda )=\{x:p(x)>\lambda \}$ of the underlying probability density function $p$ generating the data…