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Robust recovery of multiple subspaces by geometric l_p minimization

19 April 2011

Papers citing "Robust recovery of multiple subspaces by geometric l_p minimization"

24 / 24 papers shown

Title
Closed-Form, Provable, and Robust PCA via Leverage Statistics and Innovation Search M. Rahmani Ping Li 46 5 0 23 Jun 2021
Finding the Sparsest Vectors in a Subspace: Theory, Algorithms, and Applications Qing Qu Zhihui Zhu Xiao Li M. Tsakiris John N. Wright René Vidal 56 20 0 20 Jan 2020
Outlier Detection and Data Clustering via Innovation Search M. Rahmani P. Li 73 3 0 30 Dec 2019
Topological Inference of Manifolds with Boundary Yansen Wang Bei Wang 32 8 0 12 Oct 2018
An Overview of Robust Subspace Recovery Gilad Lerman Tyler Maunu 71 131 0 02 Mar 2018
A Well-Tempered Landscape for Non-convex Robust Subspace Recovery Tyler Maunu Teng Zhang Gilad Lerman 66 63 0 13 Jun 2017
Provable Self-Representation Based Outlier Detection in a Union of Subspaces Chong You Daniel P. Robinson René Vidal 96 115 0 12 Apr 2017
Coherence Pursuit: Fast, Simple, and Robust Principal Component Analysis M. Rahmani George Atia 101 135 0 15 Sep 2016
Laplacian LRR on Product Grassmann Manifolds for Human Activity Clustering in Multi-Camera Video Surveillance Boyue Wang Yongli Hu Junbin Gao Yanfeng Sun Baocai Yin 29 34 0 13 Jun 2016
Kernelized LRR on Grassmann Manifolds for Subspace Clustering Boyue Wang Yongli Hu Junbin Gao Yanfeng Sun Baocai Yin 29 4 0 09 Jan 2016
Randomized Robust Subspace Recovery for High Dimensional Data Matrices M. Rahmani George Atia 79 57 0 21 May 2015
Adaptive Stochastic Gradient Descent on the Grassmannian for Robust Low-Rank Subspace Recovery and Clustering Jun He Yue Zhang 54 8 0 12 Dec 2014
Fast, Robust and Non-convex Subspace Recovery Gilad Lerman Tyler Maunu 119 78 0 24 Jun 2014
Testing the Manifold Hypothesis Charles Fefferman S. Mitter Hariharan Narayanan 172 537 0 01 Oct 2013
Robust Subspace Clustering via Thresholding Reinhard Heckel Helmut Bölcskei 136 156 0 18 Jul 2013
Noisy Subspace Clustering via Thresholding Reinhard Heckel Helmut Bölcskei NoLa 87 8 0 15 May 2013
A New Approach To Two-View Motion Segmentation Using Global Dimension Minimization Bryan Poling Gilad Lerman 3DV 77 29 0 10 Apr 2013
Robust subspace clustering Mahdi Soltanolkotabi Ehsan Elhamifar Emmanuel J. Candès 149 366 0 11 Jan 2013
Robust computation of linear models by convex relaxation Gilad Lerman Michael B. McCoy J. Tropp Teng Zhang 172 161 0 18 Feb 2012
Local Linear Regression on Manifolds and its Geometric Interpretation Ming-Yen Cheng Hau‐Tieng Wu 107 89 0 01 Jan 2012
A Novel M-Estimator for Robust PCA Teng Zhang Gilad Lerman 113 133 0 20 Dec 2011
A geometric analysis of subspace clustering with outliers Mahdi Soltanolkotabi Emmanuel J. Candés 155 416 0 19 Dec 2011
Hybrid Linear Modeling via Local Best-fit Flats Teng Zhang Arthur Szlam Yi Wang Gilad Lerman 150 204 0 17 Oct 2010
Robust Recovery of Subspace Structures by Low-Rank Representation Guangcan Liu Zhouchen Lin Shuicheng Yan Ju Sun Yong Yu Yi-An Ma 161 3,229 0 14 Oct 2010