Tensor denoising with trend filtering

26 January 2021

Papers citing "Tensor denoising with trend filtering"

14 / 14 papers shown

Title
Divided Differences, Falling Factorials, and Discrete Splines: Another Look at Trend Filtering and Related Problems Robert Tibshirani 29 19 0 09 Mar 2020
Prediction bounds for higher order total variation regularized least squares Francesco Ortelli Sara van de Geer 49 21 0 24 Apr 2019
Multivariate extensions of isotonic regression and total variation denoising via entire monotonicity and Hardy-Krause variation Billy Fang Adityanand Guntuboyina B. Sen 73 32 0 04 Mar 2019
Oracle inequalities for square root analysis estimators with application to total variation penalties Francesco Ortelli Sara van de Geer 26 6 0 28 Feb 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
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
Additive Models with Trend Filtering Veeranjaneyulu Sadhanala Robert Tibshirani 75 56 0 16 Feb 2017
Total Variation Classes Beyond 1d: Minimax Rates, and the Limitations of Linear Smoothers Veeranjaneyulu Sadhanala Yu Wang Robert Tibshirani 66 74 0 26 May 2016
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
Adaptive piecewise polynomial estimation via trend filtering Robert Tibshirani 90 396 0 10 Apr 2013
Pathwise coordinate optimization J. Friedman Trevor Hastie Holger Hofling Robert Tibshirani 277 2,056 0 10 Aug 2007