Erratum: A Continuous Exact $\ell_0$ Penalty (CEL0) for Least Squares Regularized Problem
Author(s) -
Emmanuel Soubies,
Laure BlancFéraud,
Gilles Aubert
Publication year - 2016
Publication title -
siam journal on imaging sciences
Language(s) - English
Resource type - Journals
ISSN - 1936-4954
DOI - 10.1137/15m1038384
Subject(s) - least squares function approximation , mathematics , mathematical optimization , computer science , algorithm , statistics , estimator
International audienceLemma 4.4 in [E. Soubies, L. Blanc-Féraud and G. Aubert, SIAM J. Imaging Sci., 8 (2015), pp. 1607-1639] is wrong for local minimizers of the CEL0 functional. The argument used to conclude the proof of this lemma is not sufficient in the case of local minimizers. In this note, we supplya revision of this Lemma where new results are established for local minimizers. Theorem 4.8 in that paper remains unchanged but the proof has to be rewritten according to the new version of the lemma. Finally, some remarks of this paper are also rewritten using the corrected lemma
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