Random sampling of bandlimited signals on graphs

v1v2 (latest)

Random sampling of bandlimited signals on graphs

16 November 2015

Nicolas M Tremblay

Rémi Gribonval

P. Vandergheynst

ArXiv (abs)PDF HTML

Papers citing "Random sampling of bandlimited signals on graphs"

14 / 14 papers shown

Title
Compressive Spectral Clustering Nicolas M Tremblay Gilles Puy Remi Gribonval P. Vandergheynst 146 114 0 05 Feb 2016
Fast Robust PCA on Graphs N. Shahid Nathanael Perraudin Vassilis Kalofolias Gilles Puy P. Vandergheynst 77 109 0 29 Jul 2015
A statistical perspective of sampling scores for linear regression Siheng Chen R. Varma Aarti Singh J. Kovacevic 42 13 0 21 Jul 2015
Signal Recovery on Graphs: Random versus Experimentally Designed Sampling Siheng Chen R. Varma Aarti Singh J. Kovacevic 54 34 0 21 Apr 2015
A Probabilistic Interpretation of Sampling Theory of Graph Signals Akshay Gadde Antonio Ortega 98 73 0 23 Mar 2015
Asymptotic Justification of Bandlimited Interpolation of Graph signals for Semi-Supervised Learning Aamir Anis Aly El Gamal A. Avestimehr Antonio Ortega 118 19 0 14 Feb 2015
Trend Filtering on Graphs Yu Wang James Sharpnack Alex Smola Robert Tibshirani 64 243 0 28 Oct 2014
Variable Density Compressed Sensing In MRI. Theoretical vs Heuristic Sampling Strategies N. Chauffert P. Ciuciu P. Weiss 55 50 0 25 Jul 2013
An analysis of block sampling strategies in compressed sensing Jérémie Bigot Claire Boyer P. Weiss 114 91 0 20 May 2013
Revisiting the Nystrom Method for Improved Large-Scale Machine Learning Alex Gittens Michael W. Mahoney 120 416 0 07 Mar 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 133 3,979 0 31 Oct 2012
Compact Support Biorthogonal Wavelet Filterbanks for Arbitrary Undirected Graphs S. K. Narang Antonio Ortega 70 214 0 30 Oct 2012
Stable and robust sampling strategies for compressive imaging Felix Krahmer Rachel A. Ward 119 186 0 08 Oct 2012
Fast approximation of matrix coherence and statistical leverage P. Drineas M. Magdon-Ismail Michael W. Mahoney David P. Woodruff 156 534 0 18 Sep 2011