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1204.4813
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Weakly decomposable regularization penalties and structured sparsity
21 April 2012
Sara van de Geer
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Papers citing
"Weakly decomposable regularization penalties and structured sparsity"
22 / 22 papers shown
Hierarchical Bayesian Inverse Problems: A High-Dimensional Statistics Viewpoint
D. Sanz-Alonso
Nathan Waniorek
223
2
0
05 Jan 2024
Optimal Sparse Estimation of High Dimensional Heavy-tailed Time Series
Sagnik Halder
George Michailidis
AI4TS
274
0
0
19 Sep 2022
Sparse principal component analysis for high-dimensional stationary time series
Scandinavian Journal of Statistics (Scand. J. Stat.), 2021
Kou Fujimori
Yuichi Goto
Wenshu Fan
M. Taniguchi
326
4
0
01 Sep 2021
Generalized Linear Models with Structured Sparsity Estimators
Journal of Econometrics (JE), 2021
Mehmet Caner
215
3
0
29 Apr 2021
First order expansion of convex regularized estimators
Neural Information Processing Systems (NeurIPS), 2019
Pierre C. Bellec
Arun K. Kuchibhotla
322
3
0
12 Oct 2019
Asymptotic linear expansion of regularized M-estimators
Annals of the Institute of Statistical Mathematics (AISM), 2019
Tino Werner
169
1
0
02 Sep 2019
Lasso in infinite dimension: application to variable selection in functional multivariate linear regression
A. Roche
478
2
0
29 Mar 2019
A sparse semismooth Newton based proximal majorization-minimization algorithm for nonconvex square-root-loss regression problems
Peipei Tang
Chengjing Wang
Defeng Sun
Kim-Chuan Toh
301
27
0
27 Mar 2019
Sharp oracle inequalities for stationary points of nonconvex penalized M-estimators
IEEE Transactions on Information Theory (IEEE Trans. Inf. Theory), 2018
A. Elsener
Sara van de Geer
233
12
0
27 Feb 2018
Robust machine learning by median-of-means : theory and practice
Guillaume Lecué
M. Lerasle
OOD
572
167
0
28 Nov 2017
Asymptotic Confidence Regions for High-dimensional Structured Sparsity
Benjamin Stucky
Sara van de Geer
240
13
0
28 Jun 2017
Sharp Oracle Inequalities for Low-complexity Priors
Annals of the Institute of Statistical Mathematics (AISM), 2017
Tung Duy Luu
Jalal Fadili
C. Chesneau
477
7
0
10 Feb 2017
Regularization and the small-ball method I: sparse recovery
Guillaume Lecué
S. Mendelson
375
95
0
21 Jan 2016
Convex Regularization for High-Dimensional Multi-Response Tensor Regression
Garvesh Raskutti
M. Yuan
Han Chen
418
104
0
03 Dec 2015
Sharp Oracle Inequalities for Square Root Regularization
Benjamin Stucky
Sara van de Geer
252
36
0
14 Sep 2015
A Geometric View on Constrained M-Estimators
Yen-Huan Li
Ya-Ping Hsieh
N. Zerbib
Volkan Cevher
289
7
0
26 Jun 2015
χ
2
χ^2
χ
2
-confidence sets in high-dimensional regression
Sara van de Geer
Benjamin Stucky
362
0
0
25 Feb 2015
Group Regularized Estimation under Structural Hierarchy
Yiyuan She
Zhifeng Wang
He Jiang
431
50
0
17 Nov 2014
Worst possible sub-directions in high-dimensional models
Journal of Multivariate Analysis (JMA), 2014
Sara van de Geer
374
12
0
27 Mar 2014
Regularization for Multiple Kernel Learning via Sum-Product Networks
Ziming Zhang
196
0
0
13 Feb 2014
On model selection consistency of regularized M-estimators
Neural Information Processing Systems (NeurIPS), 2013
Jason D. Lee
Yuekai Sun
Jonathan E. Taylor
707
45
0
31 May 2013
Calibrated Multivariate Regression with Application to Neural Semantic Basis Discovery
Journal of machine learning research (JMLR), 2013
Han Liu
Lie Wang
Tuo Zhao
437
36
0
10 May 2013
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