Samplet basis pursuit: Multiresolution scattered data approximation with sparsity constraints

Davide Baroli, Helmut Harbrecht, Michael Multerer

We consider scattered data approximation in samplet coordinates with ${\ell }_1$-regularization. The application of an ${\ell }_1$-regularization term enforces sparsity of the coefficien…