Sharp Oracle Inequalities for Square Root Regularization

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Sharp Oracle Inequalities for Square Root Regularization

14 September 2015

Benjamin Stucky

Sara van de Geer

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Papers citing "Sharp Oracle Inequalities for Square Root Regularization"

8 / 8 papers shown

Title
Alternating minimization for square root principal component pursuit Shengxiang Deng Xudong Li Yangjing Zhang 178 0 0 31 Dec 2024
SLOPE is Adaptive to Unknown Sparsity and Asymptotically Minimax Weijie Su Emmanuel Candes 455 147 0 29 Mar 2015
$Decreasing Weighted Sorted $\ell_1$ Regularization$ Decreasing Weighted Sorted $\ell_1$ Regularization Xiangrong Zeng Mário A. T. Figueiredo 134 52 0 11 Apr 2014
Noisy low-rank matrix completion with general sampling distribution Olga Klopp 131 206 0 01 Mar 2012
Structured Sparsity and Generalization Andreas Maurer Massimiliano Pontil 134 63 0 17 Aug 2011
Optimization with Sparsity-Inducing Penalties Francis R. Bach Rodolphe Jenatton Julien Mairal G. Obozinski 237 1,058 0 03 Aug 2011
Nuclear norm penalization and optimal rates for noisy low rank matrix completion V. Koltchinskii Alexandre B. Tsybakov Karim Lounici 234 664 0 29 Nov 2010
Regularizers for Structured Sparsity C. Micchelli Jean Morales Massimiliano Pontil 145 80 0 04 Oct 2010