A partially proximal linearized alternating minimization method for finding Dantzig selectors
Author:
Funder
National Natural Science Foundation of China
Publisher
Springer Science and Business Media LLC
Subject
Applied Mathematics,Computational Mathematics
Link
http://link.springer.com/content/pdf/10.1007/s40314-021-01450-5.pdf
Reference30 articles.
1. Attouch H, Bolte J, Redont P, Soubeyran A (2010) Proximal alternating minimization and projection methods for nonconvex problems: an approach based on the Kurdyka–Lojasiewicz inequality. Math Oper Res 35:438–457
2. Beck A (2015) On the convergence of alternating minimization for convex programming with applications to iterative reweighted least squares and decomposition schemes. SIAM J Optim 25:185–209
3. Becker S, Candés E, Grant M (2011) Templates for convex cone problems with applications to sparse signal recovery. Math Program Comput 3:165–218
4. Bickel P (2007) Discussion: the dantzig selector: statistical estimation when $$p$$ is much larger than $$n$$. Ann Stat 35(6):2352–2357
5. Bolte J, Sabach S, Teboulle M (2014) Proximal alternating linearized minimization for nonconvex and nonsmooth problems. Math Program 146:459–494
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