Clustering Based on Pairwise Distances When the Data is of Mixed Dimensions

Ery Arias-Castro

In the context of clustering, we consider a generative model in a Euclidean ambient space with clusters of different shapes, dimensions, sizes and densities. In an asymptotic setti…