On the existence of Optimal Subspace Clustering Models

Akram Aldroubi, Romain Tessera

Given a set of vectors $\F=\{f_1,\dots,f_m\}$ in a Hilbert space $\HH$, and given a family $\CC$ of closed subspaces of $\HH$, the {\it subspace clustering problem} consists in fin…