Modeling high dimensional point clouds with the spherical cluster model

Frédéric Cazals, Antoine Commaret, Louis Goldenberg

A parametric cluster model is a statistical model providing geometric insights onto the points defining a cluster. The {\em spherical cluster model} (SC) approximates a finite poin…