Beyond convergence rates: Exact recovery with Tikhonov regularization with sparsity constraints

Dirk A. Lorenz, Stefan Schiffler, Dennis Trede

The Tikhonov regularization of linear ill-posed problems with an ${\ell }^1$ penalty is considered. We recall results for linear convergence rates and results on exact recovery of the…