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On the design-dependent suboptimality of the Lasso

On the design-dependent suboptimality of the Lasso

1 February 2024
Reese Pathak
Cong Ma
ArXivPDFHTML

Papers citing "On the design-dependent suboptimality of the Lasso"

3 / 3 papers shown
Title
Mallows-type model averaging: Non-asymptotic analysis and all-subset combination
Mallows-type model averaging: Non-asymptotic analysis and all-subset combination
Jingfu Peng
MoMe
30
0
0
05 May 2025
A new similarity measure for covariate shift with applications to
  nonparametric regression
A new similarity measure for covariate shift with applications to nonparametric regression
Reese Pathak
Cong Ma
Martin J. Wainwright
59
31
0
06 Feb 2022
Near-ideal model selection by $\ell_1$ minimization
Near-ideal model selection by ℓ1\ell_1ℓ1​ minimization
Emmanuel J. Candès
Y. Plan
121
220
0
02 Jan 2008
1