Trend Filtering on Graphs

Trend Filtering on Graphs

28 October 2014

James Sharpnack

Robert Tibshirani

Papers citing "Trend Filtering on Graphs"

13 / 13 papers shown

Title
Understanding the Effect of GCN Convolutions in Regression Tasks Juntong Chen Johannes Schmidt-Hieber Claire Donnat Olga Klopp GNN 57 0 0 26 Oct 2024
Joint Estimation of Precision Matrices in Heterogeneous Populations Takumi Saegusa Ali Shojaie 131 56 0 02 Jan 2016
Modular proximal optimization for multidimensional total-variation regularization Á. Jiménez S. Sra 79 120 0 03 Nov 2014
Fast and Flexible ADMM Algorithms for Trend Filtering Aaditya Ramdas Robert Tibshirani 60 121 0 09 Jun 2014
The Falling Factorial Basis and Its Statistical Applications Yu Wang Alex Smola Robert Tibshirani 45 48 0 03 May 2014
Detecting Anomalous Activity on Networks with the Graph Fourier Scan Statistic James Sharpnack Alessandro Rinaldo Aarti Singh 79 42 0 28 Nov 2013
Adaptive piecewise polynomial estimation via trend filtering Robert Tibshirani 63 395 0 10 Apr 2013
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 117 3,962 0 31 Oct 2012
Detecting Activations over Graphs using Spanning Tree Wavelet Bases James Sharpnack A. Krishnamurthy Aarti Singh 49 53 0 05 Jun 2012
Changepoint Detection over Graphs with the Spectral Scan Statistic James Sharpnack Alessandro Rinaldo Aarti Singh 231 71 0 04 Jun 2012
Degrees of freedom in lasso problems Robert Tibshirani Jonathan E. Taylor 100 363 0 02 Nov 2011
The solution path of the generalized lasso Robert Tibshirani Jonathan E. Taylor 182 862 0 11 May 2010
A path algorithm for the Fused Lasso Signal Approximator Holger Hoefling 144 252 0 03 Oct 2009