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2007.12313
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Canonical thresholding for non-sparse high-dimensional linear regression
24 July 2020
I. Silin
Jianqing Fan
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Papers citing
"Canonical thresholding for non-sparse high-dimensional linear regression"
4 / 4 papers shown
Title
Surprises in High-Dimensional Ridgeless Least Squares Interpolation
Trevor Hastie
Andrea Montanari
Saharon Rosset
Robert Tibshirani
126
737
0
19 Mar 2019
Moving Beyond Sub-Gaussianity in High-Dimensional Statistics: Applications in Covariance Estimation and Linear Regression
Arun K. Kuchibhotla
Abhishek Chakrabortty
40
108
0
08 Apr 2018
Minimax rates of estimation for high-dimensional linear regression over
ℓ
q
\ell_q
ℓ
q
-balls
Garvesh Raskutti
Martin J. Wainwright
Bin Yu
161
575
0
11 Oct 2009
On the conditions used to prove oracle results for the Lasso
Sara van de Geer
Peter Buhlmann
215
729
0
05 Oct 2009
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