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Flexible sparse regularization

Published in Inverse Problems • Dec 5, 2016
Authors:
Dirk A. Lorenz
,
Elena Resmerita

Abstract

The seminal paper of Daubechies, Defrise, DeMol made clear that $\ell^p$ spaces with $p\in [1,2)$ and $p$-powers of the corresponding norms are appropriate settings for dealing with reconstruction of sparse solutions of ill-posed problems by regularization. It seems that the case $p=1$ provides the ...

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