Robust and Scalable Column/Row Sampling from Corrupted Big Data

18 November 2016

Papers citing "Robust and Scalable Column/Row Sampling from Corrupted Big Data"

15 / 15 papers shown

Title
Spatial Random Sampling: A Structure-Preserving Data Sketching Tool M. Rahmani George Atia 54 13 0 09 May 2017
Coherence Pursuit: Fast, Simple, and Robust Principal Component Analysis M. Rahmani George Atia 70 135 0 15 Sep 2016
Screen Content Image Segmentation Using Robust Regression and Sparse Decomposition Shervin Minaee Yao Wang 52 45 0 08 Jul 2016
Screen Content Image Segmentation Using Sparse Decomposition and Total Variation Minimization Shervin Minaee Yao Wang 36 18 0 07 Feb 2016
Innovation Pursuit: A New Approach to Subspace Clustering M. Rahmani George Atia 78 52 0 02 Dec 2015
Decomposition into Low-rank plus Additive Matrices for Background/Foreground Separation: A Review for a Comparative Evaluation with a Large-Scale Dataset T. Bouwmans A. Sobral S. Javed Soon Ki Jung E. Zahzah 72 331 0 04 Nov 2015
Randomized Robust Subspace Recovery for High Dimensional Data Matrices M. Rahmani George Atia 56 57 0 21 May 2015
High Dimensional Low Rank plus Sparse Matrix Decomposition M. Rahmani George Atia 128 78 0 01 Feb 2015
Dissimilarity-based Sparse Subset Selection Member Ieee Ehsan Elhamifar Fellow Ieee Guillermo Sapiro F. I. S. Shankar Sastry 85 125 0 25 Jul 2014
Sparse Subspace Clustering: Algorithm, Theory, and Applications Ehsan Elhamifar René Vidal 109 2,334 0 05 Mar 2012
Solving Principal Component Pursuit in Linear Time via $l_1$ Filtering Risheng Liu Zhouchen Lin Siming Wei Zhixun Su 85 37 0 26 Aug 2011
Distributed Matrix Completion and Robust Factorization Lester W. Mackey Ameet Talwalkar Michael I. Jordan 150 199 0 05 Jul 2011
A convex model for non-negative matrix factorization and dimensionality reduction on physical space E. Esser Michael Möller Stanley Osher Guillermo Sapiro Jack Xin 138 168 0 04 Feb 2011
Robust PCA via Outlier Pursuit Huan Xu Constantine Caramanis Sujay Sanghavi 104 768 0 20 Oct 2010
Rank-Sparsity Incoherence for Matrix Decomposition V. Chandrasekaran Sujay Sanghavi P. Parrilo A. Willsky CML 257 1,111 0 11 Jun 2009