On the Sparsity of LASSO Minimizers in Sparse Data Recovery
Author:
Publisher
Springer Science and Business Media LLC
Subject
Computational Mathematics,General Mathematics,Analysis
Link
https://link.springer.com/content/pdf/10.1007/s00365-022-09594-1.pdf
Reference41 articles.
1. Andersson, J., Strömberg, J.-O.: On the theorem of uniform recovery of random sampling matrices. IEEE Trans. Inf. Theory 60, 1700–1710 (2014)
2. Bah, B., Tanner, J.: Improved bounds on restricted isometry constants for Gaussian matrices. SIAM J. Matrix Anal. Appl. 31, 2882–2898 (2010)
3. Bah, B., Tanner, J.: Bounds of restricted isometry constants in extreme asymptotics: formulae for Gaussian matrices. Linear Algebra Its Appl. 441, 88–109 (2014)
4. Baraniuk, R., Davenport, M., DeVore, R., Wakin, M.: A simple proof of the restricted isometry property for random matrices. Constr. Approx. 28, 253–263 (2008)
5. Belloni, A., Chernozhukov, V.: Least squares after model selection in high-dimensional sparse models. Bernoulli 19, 521–547 (2013)
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