The DFS Fused Lasso: Linear-Time Denoising over General Graphs

11 August 2016

Oscar Hernan Madrid Padilla

Papers citing "The DFS Fused Lasso: Linear-Time Denoising over General Graphs"

24 / 24 papers shown

Title
Understanding the Effect of GCN Convolutions in Regression Tasks Juntong Chen Johannes Schmidt-Hieber Claire Donnat Olga Klopp GNN 67 0 0 26 Oct 2024
Untangling Lariats: Subgradient Following of Variationally Penalized Objectives Kai-Chia Mo Shai Shalev-Shwartz Nisael Shártov 74 0 0 07 May 2024
$Approximate Recovery in Changepoint Problems, from $\ell_2$ Estimation Error Rates$ Approximate Recovery in Changepoint Problems, from $\ell_2$ Estimation Error Rates Kevin Lin James Sharpnack Alessandro Rinaldo Robert Tibshirani 38 27 0 21 Jun 2016
Total Variation Classes Beyond 1d: Minimax Rates, and the Limitations of Linear Smoothers Veeranjaneyulu Sadhanala Yu Wang Robert Tibshirani 49 74 0 26 May 2016
Optimal rates for total variation denoising Jan-Christian Hütter Philippe Rigollet 42 33 0 30 Mar 2016
Regression modeling on stratified data with the lasso E. Ollier V. Viallon 31 32 0 22 Aug 2015
A Fast and Flexible Algorithm for the Graph-Fused Lasso Wesley Tansey James G. Scott 107 35 0 24 May 2015
Total variation on a tree V. Kolmogorov Thomas Pock Michal Rolínek 49 42 0 26 Feb 2015
Modular proximal optimization for multidimensional total-variation regularization Á. Jiménez S. Sra 79 120 0 03 Nov 2014
Trend Filtering on Graphs Yu Wang James Sharpnack Alex Smola Robert Tibshirani 62 243 0 28 Oct 2014
On the Prediction Performance of the Lasso A. Dalalyan Mohamed Hebiri Johannes Lederer 146 167 0 07 Feb 2014
On change point detection using the fused lasso method C. Rojas B. Wahlberg 50 53 0 21 Jan 2014
Adaptive piecewise polynomial estimation via trend filtering Robert Tibshirani 71 396 0 10 Apr 2013
Random Spanning Trees and the Prediction of Weighted Graphs Nicolò Cesa-Bianchi Claudio Gentile Fabio Vitale Giovanni Zappella 85 47 0 21 Dec 2012
On pattern recovery of the fused Lasso Junyang Qian Jinzhu Jia 60 16 0 22 Nov 2012
The Emerging Field of Signal Processing on Graphs: Extending High-Dimensional Data Analysis to Networks and Other Irregular Domains D. Shuman S. K. Narang P. Frossard Antonio Ortega P. Vandergheynst 120 3,972 0 31 Oct 2012
Detecting Activations over Graphs using Spanning Tree Wavelet Bases James Sharpnack A. Krishnamurthy Aarti Singh 62 53 0 05 Jun 2012
Degrees of freedom in lasso problems Robert Tibshirani Jonathan E. Taylor 103 363 0 02 Nov 2011
The solution path of the generalized lasso Robert Tibshirani Jonathan E. Taylor 199 864 0 11 May 2010
Detecting Weak but Hierarchically-Structured Patterns in Networks Aarti Singh Robert D. Nowak Robert Calderbank GNN 94 27 0 28 Feb 2010
$Minimax rates of estimation for high-dimensional linear regression over $\ell_q$-balls$ Minimax rates of estimation for high-dimensional linear regression over $\ell_q$ -balls Garvesh Raskutti Martin J. Wainwright Bin Yu 199 575 0 11 Oct 2009
A path algorithm for the Fused Lasso Signal Approximator Holger Hoefling 170 252 0 03 Oct 2009
Graph Kernels S.V.N. Vishwanathan Karsten Borgwardt I. Kondor N. Schraudolph 139 1,203 0 01 Jul 2008
Properties and refinements of the fused lasso Alessandro Rinaldo 106 183 0 02 May 2008