Tikhonov regularization with l^0-term complementing a convex penalty: l^1 convergence under sparsity constraints

Wei Wang, Shuai Lu, Bernd Hofmann +1

Measuring the error by an l^1-norm, we analyze under sparsity assumptions an l^0-regularization approach, where the penalty in the Tikhonov functional is complemented by a general…