Convergence rates in ${\mathbf{\ell }}^1$-regularization if the sparsity assumption fails

Martin Burger, Jens Flemming, Bernd Hofmann

Variational sparsity regularization based on ${\ell }^1$-norms and other nonlinear functionals has gained enormous attention recently, both with respect to its applications and its ma…