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Risk-consistency of cross-validation with lasso-type procedures
4 August 2013
D. Homrighausen
D. McDonald
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Papers citing
"Risk-consistency of cross-validation with lasso-type procedures"
11 / 11 papers shown
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Online Estimation with Rolling Validation: Adaptive Nonparametric Estimation with Streaming Data
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A Cross Validation Framework for Signal Denoising with Applications to Trend Filtering, Dyadic CART and Beyond
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Aggregated hold out for sparse linear regression with a robust loss function
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A Survey of Tuning Parameter Selection for High-dimensional Regression
Y. Wu
Lan Wang
81
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10 Aug 2019
Consistent Risk Estimation in Moderately High-Dimensional Linear Regression
Ji Xu
A. Maleki
Kamiar Rahnama Rad
Daniel J. Hsu
69
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05 Feb 2019
Cross-Validation with Confidence
Jing Lei
105
87
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23 Mar 2017
On cross-validated Lasso in high dimensions
Denis Chetverikov
Z. Liao
Victor Chernozhukov
119
82
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07 May 2016
A study on tuning parameter selection for the high-dimensional lasso
D. Homrighausen
D. McDonald
58
12
0
04 Feb 2016
High dimensional regression and matrix estimation without tuning parameters
S. Chatterjee
81
4
0
25 Oct 2015
Prediction error of cross-validated Lasso
S. Chatterjee
Jafar Jafarov
167
42
0
23 Feb 2015
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