Convergence of the $k$-Means Minimization Problem using $\Gamma$-Convergence

Matthew Thorpe, Florian Theil, Adam M. Johansen +1

The $k$-means method is an iterative clustering algorithm which associates each observation with one of $k$ clusters. It traditionally employs cluster centers in the same space as…