Convex clustering via ${\ell }_1$ fusion penalization

Peter Radchenko, Gourab Mukherjee

We study the large sample behavior of a convex clustering framework, which minimizes the sample within cluster sum of squares under an~${\ell }_1$ fusion constraint on the cluster cen…