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Improved bounds for Square-Root Lasso and Square-Root Slope

Improved bounds for Square-Root Lasso and Square-Root Slope

8 March 2017
A. Derumigny
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Papers citing "Improved bounds for Square-Root Lasso and Square-Root Slope"

4 / 4 papers shown
Title
Robust and Tuning-Free Sparse Linear Regression via Square-Root Slope
Robust and Tuning-Free Sparse Linear Regression via Square-Root Slope
Stanislav Minsker
M. Ndaoud
Lan Wang
45
8
0
30 Oct 2022
Outlier Robust and Sparse Estimation of Linear Regression Coefficients
Outlier Robust and Sparse Estimation of Linear Regression Coefficients
Takeyuki Sasai
Hironori Fujisawa
35
4
0
24 Aug 2022
Scaled minimax optimality in high-dimensional linear regression: A
  non-convex algorithmic regularization approach
Scaled minimax optimality in high-dimensional linear regression: A non-convex algorithmic regularization approach
M. Ndaoud
36
11
0
27 Aug 2020
SLOPE is Adaptive to Unknown Sparsity and Asymptotically Minimax
SLOPE is Adaptive to Unknown Sparsity and Asymptotically Minimax
Weijie Su
Emmanuel Candes
65
145
0
29 Mar 2015
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