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Asymptotically Exact Error Analysis for the Generalized $\ell_2^2$-LASSO

Asymptotically Exact Error Analysis for the Generalized ℓ22\ell_2^2ℓ22​-LASSO

22 February 2015
Christos Thrampoulidis
Ashkan Panahi
B. Hassibi
ArXiv (abs)PDFHTML

Papers citing "Asymptotically Exact Error Analysis for the Generalized $\ell_2^2$-LASSO"

4 / 4 papers shown
Title
Precise Error Analysis of Regularized M-estimators in High-dimensions
Precise Error Analysis of Regularized M-estimators in High-dimensions
Christos Thrampoulidis
Ehsan Abbasi
B. Hassibi
205
223
0
23 Jan 2016
The LASSO with Non-linear Measurements is Equivalent to One With Linear
  Measurements
The LASSO with Non-linear Measurements is Equivalent to One With Linear Measurements
Christos Thrampoulidis
Ehsan Abbasi
B. Hassibi
122
117
0
06 Jun 2015
Isotropically Random Orthogonal Matrices: Performance of LASSO and
  Minimum Conic Singular Values
Isotropically Random Orthogonal Matrices: Performance of LASSO and Minimum Conic Singular Values
Christos Thrampoulidis
B. Hassibi
61
17
0
24 Mar 2015
On the Sensitivity of the Lasso to the Number of Predictor Variables
On the Sensitivity of the Lasso to the Number of Predictor Variables
Cheryl J. Flynn
Clifford M. Hurvich
J. Simonoff
87
14
0
18 Mar 2014
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