A geometric analysis of subspace clustering with outliers

19 December 2011

Emmanuel J. Candés

Papers citing "A geometric analysis of subspace clustering with outliers"

50 / 152 papers shown

Title
Neither Global Nor Local: A Hierarchical Robust Subspace Clustering For Image Data Maryam Abdolali Mohammad Rahmati 52 13 0 17 May 2019
Restricted Connection Orthogonal Matching Pursuit For Sparse Subspace Clustering Wenqi Zhu Yuesheng Zhu Li Zhong Shuai Yang 26 6 0 01 May 2019
Learning for Multi-Type Subspace Clustering Xun Xu L. Cheong Zhuwen Li 34 0 0 03 Apr 2019
Estimation and Clustering in Popularity Adjusted Stochastic Block Model M. Noroozi R. Rimal Marianna Pensky 81 3 0 01 Feb 2019
Subspace Clustering through Sub-Clusters Weiwei Li Jan Hannig S. Mukherjee 46 5 0 15 Nov 2018
Evolutionary Self-Expressive Models for Subspace Clustering Abolfazl Hashemi H. Vikalo 67 10 0 29 Oct 2018
Accurate and Scalable Image Clustering Based On Sparse Representation of Camera Fingerprint Quoc-Tin Phan G. Boato F. D. De Natale 69 18 0 18 Oct 2018
Structured and Unstructured Outlier Identification for Robust PCA: A Non iterative, Parameter free Algorithm V. Menon Sheetal Kalyani 51 16 0 11 Sep 2018
Probabilistic Sparse Subspace Clustering Using Delayed Association Maryam Jaberi Marianna Pensky H. Foroosh 32 2 0 28 Aug 2018
On Geometric Analysis of Affine Sparse Subspace Clustering Chun-Guang Li Chong You René Vidal 70 32 0 17 Aug 2018
$Scalable Sparse Subspace Clustering via Ordered Weighted $\ell_1$ Regression$ Scalable Sparse Subspace Clustering via Ordered Weighted $\ell_1$ Regression Urvashi Oswal Robert D. Nowak 54 3 0 10 Jul 2018
Generative Probabilistic Novelty Detection with Adversarial Autoencoders Stanislav Pidhorskyi Ranya Almohsen Donald Adjeroh Gianfranco Doretto UQCV 67 323 0 06 Jul 2018
Subspace Clustering by Block Diagonal Representation Canyi Lu Jiashi Feng Zhouchen Lin Tao Mei Shuicheng Yan 66 361 0 23 May 2018
Efficient Solvers for Sparse Subspace Clustering Farhad Pourkamali Anaraki James Folberth Stephen Becker 59 33 0 17 Apr 2018
Fast, Parameter free Outlier Identification for Robust PCA V. Menon Sheetal Kalyani 66 2 0 13 Apr 2018
Robust Subspace Clustering with Compressed Data Guangcan Liu Zhao Zhang Qingshan Liu H. Xiong 59 48 0 30 Mar 2018
An Overview of Robust Subspace Recovery Gilad Lerman Tyler Maunu 84 131 0 02 Mar 2018
Scalable and Robust Sparse Subspace Clustering Using Randomized Clustering and Multilayer Graphs Maryam Abdolali Nicolas Gillis Mohammad Rahmati 51 31 0 21 Feb 2018
Rigorous Restricted Isometry Property of Low-Dimensional Subspaces Gen Li Qinghua Liu Yuantao Gu 49 10 0 30 Jan 2018
Theoretical Analysis of Sparse Subspace Clustering with Missing Entries M. Tsakiris René Vidal 131 31 0 01 Jan 2018
Path-Based Spectral Clustering: Guarantees, Robustness to Outliers, and Fast Algorithms A. Little Mauro Maggioni James M. Murphy 63 50 0 17 Dec 2017
Accelerated Sparse Subspace Clustering Abolfazl Hashemi H. Vikalo 37 6 0 31 Oct 2017
Subspace Clustering using Ensembles of $K$ -Subspaces J. Lipor David Hong Dejiao Zhang Laura Balzano 70 25 0 14 Sep 2017
Subspace Segmentation by Successive Approximations: A Method for Low-Rank and High-Rank Data with Missing Entries João Carvalho Manuel Marques João Paulo Costeira 28 1 0 05 Sep 2017
Active Orthogonal Matching Pursuit for Sparse Subspace Clustering Yanxi Chen Gen Li Yuantao Gu 40 32 0 16 Aug 2017
Subspace Clustering with Missing and Corrupted Data Zachary B. Charles Amin Jalali Rebecca Willett 85 15 0 08 Jul 2017
A Well-Tempered Landscape for Non-convex Robust Subspace Recovery Tyler Maunu Teng Zhang Gilad Lerman 75 63 0 13 Jun 2017
Subspace Clustering via Optimal Direction Search M. Rahmani George Atia 75 13 0 12 Jun 2017
Understanding People Flow in Transportation Hubs João Carvalho Manuel Marques João Paulo Costeira 67 8 0 28 Apr 2017
Efficient Sparse Subspace Clustering by Nearest Neighbour Filtering Stephen Tierney Yi Guo Junbin Gao 33 15 0 13 Apr 2017
Provable Self-Representation Based Outlier Detection in a Union of Subspaces Chong You Daniel P. Robinson René Vidal 98 115 0 12 Apr 2017
Restricted Isometry Property of Gaussian Random Projection for Finite Set of Subspaces Gen Li Yuantao Gu 46 34 0 07 Apr 2017
A Unified Optimization View on Generalized Matching Pursuit and Frank-Wolfe Francesco Locatello Rajiv Khanna Michael Tschannen Martin Jaggi 67 50 0 21 Feb 2017
Low Rank Matrix Recovery with Simultaneous Presence of Outliers and Sparse Corruption M. Rahmani George Atia 27 6 0 07 Feb 2017
Riemannian-geometry-based modeling and clustering of network-wide non-stationary time series: The brain-network case Konstantinos Slavakis Shiva Salsabilian D. Wack S. Muldoon H. Baidoo-Williams J. Vettel M. Cieslak Scott T. Grafton 28 2 0 26 Jan 2017
Noisy subspace clustering via matching pursuits Michael Tschannen Helmut Bölcskei 38 27 0 11 Dec 2016
Robust Low-Complexity Randomized Methods for Locating Outliers in Large Matrices Xingguo Li Jarvis Haupt 30 2 0 07 Dec 2016
A Theoretical Analysis of Noisy Sparse Subspace Clustering on Dimensionality-Reduced Data Yining Wang Yu Wang Aarti Singh 74 30 0 24 Oct 2016
Structured Sparse Subspace Clustering: A Joint Affinity Learning and Subspace Clustering Framework Chun-Guang Li Chong You René Vidal 56 201 0 17 Oct 2016
Unsupervised clustering under the Union of Polyhedral Cones (UOPC) model Wenqi Wang Vaneet Aggarwal Shuchin Aeron 24 1 0 15 Oct 2016
Subspace clustering based on low rank representation and weighted nuclear norm minimization Yu Song Yiquan Wu 34 2 0 12 Oct 2016
The Search Problem in Mixture Models Avik Ray Joe Neeman Sujay Sanghavi Sanjay Shakkottai 40 9 0 04 Oct 2016
Unbiased Sparse Subspace Clustering By Selective Pursuit H. Ackermann M. Yang Bodo Rosenhahn 25 0 0 16 Sep 2016
Coherence Pursuit: Fast, Simple, and Robust Principal Component Analysis M. Rahmani George Atia 101 135 0 15 Sep 2016
Leveraging Union of Subspace Structure to Improve Constrained Clustering J. Lipor Laura Balzano 53 17 0 06 Aug 2016
Achieving stable subspace clustering by post-processing generic clustering results Duc-Son Pham Ognjen Arandjelovic Svetha Venkatesh 35 3 0 27 May 2016
Oracle Based Active Set Algorithm for Scalable Elastic Net Subspace Clustering Chong You Chun-Guang Li Daniel P. Robinson René Vidal 118 243 0 09 May 2016
On deterministic conditions for subspace clustering under missing data Wenqi Wang Shuchin Aeron Vaneet Aggarwal 106 2 0 15 Apr 2016
SSSC-AM: A Unified Framework for Video Co-Segmentation by Structured Sparse Subspace Clustering with Appearance and Motion Features Junlin Yao Frank Nielsen 45 2 0 14 Mar 2016
Matrix Completion Under Monotonic Single Index Models Ravi Ganti Laura Balzano Rebecca Willett 150 45 0 29 Dec 2015