Oracle inequalities for square root analysis estimators with application
to total variation penalties

v1v2 (latest)

Oracle inequalities for square root analysis estimators with application to total variation penalties

28 February 2019

Francesco Ortelli

Sara van de Geer

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Papers citing "Oracle inequalities for square root analysis estimators with application to total variation penalties"

17 / 17 papers shown

Title
Prediction bounds for higher order total variation regularized least squares Francesco Ortelli Sara van de Geer 60 21 0 24 Apr 2019
New Risk Bounds for 2D Total Variation Denoising S. Chatterjee Subhajit Goswami 64 21 0 04 Feb 2019
Synthesis and analysis in total variation regularization Francesco Ortelli Sara van de Geer 31 12 0 18 Jan 2019
On the total variation regularized estimator over a class of tree graphs Francesco Ortelli Sara van de Geer 35 19 0 04 Jun 2018
On tight bounds for the Lasso Sara van de Geer 42 18 0 03 Apr 2018
Improved bounds for Square-Root Lasso and Square-Root Slope A. Derumigny 269 26 0 08 Mar 2017
Adaptive Risk Bounds in Univariate Total Variation Denoising and Trend Filtering Adityanand Guntuboyina Donovan Lieu S. Chatterjee B. Sen 57 67 0 16 Feb 2017
The DFS Fused Lasso: Linear-Time Denoising over General Graphs Oscar Hernan Madrid Padilla James G. Scott James Sharpnack Robert Tibshirani FedML 90 67 0 11 Aug 2016
Total Variation Classes Beyond 1d: Minimax Rates, and the Limitations of Linear Smoothers Veeranjaneyulu Sadhanala Yu Wang Robert Tibshirani 69 74 0 26 May 2016
Optimal rates for total variation denoising Jan-Christian Hütter Philippe Rigollet 57 33 0 30 Mar 2016
Sharp Oracle Inequalities for Square Root Regularization Benjamin Stucky Sara van de Geer 58 33 0 14 Sep 2015
Trend Filtering on Graphs Yu Wang James Sharpnack Alex Smola Robert Tibshirani 69 243 0 28 Oct 2014
On the Prediction Performance of the Lasso A. Dalalyan Mohamed Hebiri Johannes Lederer 170 167 0 07 Feb 2014
The Group Square-Root Lasso: Theoretical Properties and Fast Algorithms F. Bunea Johannes Lederer Yiyuan She 138 110 0 01 Feb 2013
Scaled Sparse Linear Regression Tingni Sun Cun-Hui Zhang 204 508 0 24 Apr 2011
Square-Root Lasso: Pivotal Recovery of Sparse Signals via Conic Programming A. Belloni Victor Chernozhukov Lie Wang 197 675 0 28 Sep 2010
The solution path of the generalized lasso Robert Tibshirani Jonathan E. Taylor 237 866 0 11 May 2010