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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