Optimal Non-Linear Models for Sparsity and Sampling

Akram Aldroubi, Carlos Cabrelli, Ursula Molter

Given a set of vectors (the data) in a Hilbert space H, we prove the existence of an optimal collection of subspaces minimizing the sum of the square of the distances between each…