Robust subspace clustering

11 January 2013

Emmanuel J. Candès

Papers citing "Robust subspace clustering"

50 / 115 papers shown

Title
Robust Subspace Clustering with Compressed Data Guangcan Liu Zhao Zhang Qingshan Liu H. Xiong 11 48 0 30 Mar 2018
Graph Learning from Filtered Signals: Graph System and Diffusion Kernel Identification Hilmi E. Egilmez Eduardo Pavez Antonio Ortega 8 62 0 07 Mar 2018
Exactly Robust Kernel Principal Component Analysis Jicong Fan T. Chow 11 45 0 28 Feb 2018
Testability of high-dimensional linear models with non-sparse structures Jelena Bradic Jianqing Fan Yinchu Zhu 15 14 0 26 Feb 2018
Scalable and Robust Sparse Subspace Clustering Using Randomized Clustering and Multilayer Graphs Maryam Abdolali Nicolas Gillis Mohammad Rahmati 14 31 0 21 Feb 2018
Theoretical Analysis of Sparse Subspace Clustering with Missing Entries M. Tsakiris René Vidal 19 29 0 01 Jan 2018
Path-Based Spectral Clustering: Guarantees, Robustness to Outliers, and Fast Algorithms A. Little Mauro Maggioni James M. Murphy 17 49 0 17 Dec 2017
Accelerated Sparse Subspace Clustering Abolfazl Hashemi H. Vikalo 21 6 0 31 Oct 2017
Unsupervised Learning for Nonlinear PieceWise Smooth Hybrid Systems Gilwoo Lee Zita Marinho Aaron M. Johnson Geoffrey J. Gordon S. Srinivasa M. T. Mason 22 12 0 02 Oct 2017
Deep Sparse Subspace Clustering Xi Peng Jiashi Feng Shijie Xiao Jiwen Lu Zhang Yi Shuicheng Yan 11 22 0 25 Sep 2017
Subspace Clustering using Ensembles of $K$ -Subspaces J. Lipor David Hong Dejiao Zhang Laura Balzano 22 24 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 14 1 0 05 Sep 2017
Discriminative Transformation Learning for Fuzzy Sparse Subspace Clustering Zaidao Wen B. Hou Qian Wu L. Jiao 25 11 0 18 Jul 2017
Subspace Clustering with Missing and Corrupted Data Zachary B. Charles Amin Jalali Rebecca Willett 20 15 0 08 Jul 2017
Kernel Truncated Regression Representation for Robust Subspace Clustering Liangli Zhen Dezhong Peng Wei Wang Xin Yao 14 13 0 15 May 2017
Collaborative Low-Rank Subspace Clustering Stephen Tierney Yi Guo Junbin Gao SSL 6 0 0 13 Apr 2017
Efficient Sparse Subspace Clustering by Nearest Neighbour Filtering Stephen Tierney Yi Guo Junbin Gao 6 14 0 13 Apr 2017
Provable Self-Representation Based Outlier Detection in a Union of Subspaces Chong You Daniel P. Robinson René Vidal 13 114 0 12 Apr 2017
Curriculum Dropout Pietro Morerio Jacopo Cavazza Riccardo Volpi René Vidal Vittorio Murino ODL 12 97 0 18 Mar 2017
Noisy subspace clustering via matching pursuits Michael Tschannen Helmut Bölcskei 12 27 0 11 Dec 2016
Robust nonparametric nearest neighbor random process clustering Michael Tschannen Helmut Bölcskei 9 4 0 04 Dec 2016
A Theoretical Analysis of Noisy Sparse Subspace Clustering on Dimensionality-Reduced Data Yining Wang Yu-Xiang Wang Aarti Singh 22 28 0 24 Oct 2016
Structured Sparse Subspace Clustering: A Joint Affinity Learning and Subspace Clustering Framework Chun-Guang Li Chong You René Vidal 20 199 0 17 Oct 2016
Unsupervised clustering under the Union of Polyhedral Cones (UOPC) model Wenqi Wang Vaneet Aggarwal Shuchin Aeron 11 1 0 15 Oct 2016
Leveraging Union of Subspace Structure to Improve Constrained Clustering J. Lipor Laura Balzano 6 17 0 06 Aug 2016
Uniform Hypergraph Partitioning: Provable Tensor Methods and Sampling Techniques D. Ghoshdastidar Ambedkar Dukkipati 6 47 0 21 Feb 2016
Blind Image Denoising via Dependent Dirichlet Process Tree Fengyuan Zhu Guangyong Chen Jianye Hao Pheng-Ann Heng 11 18 0 13 Jan 2016
Algebraic Clustering of Affine Subspaces M. Tsakiris René Vidal 11 44 0 22 Sep 2015
The Shape of Data and Probability Measures Diego H. Díaz Martínez Facundo Mémoli W. Mio 11 6 0 15 Sep 2015
Dimensionality-reduced subspace clustering Reinhard Heckel Michael Tschannen Helmut Bölcskei 21 32 0 25 Jul 2015
Subspace-Sparse Representation Chong You René Vidal 24 6 0 06 Jul 2015
Scalable Sparse Subspace Clustering by Orthogonal Matching Pursuit Chong You Daniel P. Robinson René Vidal 21 333 0 05 Jul 2015
Filtrated Algebraic Subspace Clustering M. Tsakiris René Vidal 16 25 0 20 Jun 2015
Nonparametric Nearest Neighbor Random Process Clustering Michael Tschannen Helmut Bölcskei 31 3 0 20 Apr 2015
Segmentation of Subspaces in Sequential Data Stephen Tierney Yi Guo Junbin Gao 18 7 0 16 Apr 2015
Graph Connectivity in Noisy Sparse Subspace Clustering Yining Wang Yu-Xiang Wang Aarti Singh 22 9 0 04 Apr 2015
Efficient Online Minimization for Low-Rank Subspace Clustering Jie Shen P. Li Huan Xu 21 2 0 28 Mar 2015
Scalable Iterative Algorithm for Robust Subspace Clustering Sanghyuk Chun Yung-Kyun Noh Jinwoo Shin 95 0 0 05 Mar 2015
$Approximate Subspace-Sparse Recovery with Corrupted Data via Constrained $\ell_1$-Minimization$ Approximate Subspace-Sparse Recovery with Corrupted Data via Constrained $\ell_1$ -Minimization Ehsan Elhamifar Mahdi Soltanolkotabi S. Shankar Sastry 24 3 0 23 Dec 2014
Clustering multi-way data: a novel algebraic approach Eric Kernfeld Shuchin Aeron M. Kilmer 21 34 0 22 Dec 2014
Learning the nonlinear geometry of high-dimensional data: Models and algorithms Tong Wu W. Bajwa 19 19 0 21 Dec 2014
Noisy Matrix Completion under Sparse Factor Models Akshay Soni Swayambhoo Jain Jarvis D. Haupt S. Gonella 28 35 0 02 Nov 2014
Robust sketching for multiple square-root LASSO problems Vu Pham L. Ghaoui Arturo Fernandez 21 17 0 30 Oct 2014
Generalized Low Rank Models Madeleine Udell Corinne Horn R. Zadeh Stephen P. Boyd 30 344 0 01 Oct 2014
Riemannian Multi-Manifold Modeling Xu Wang Konstantinos Slavakis Gilad Lerman 24 19 0 01 Oct 2014
Guess Who Rated This Movie: Identifying Users Through Subspace Clustering Amy Zhang N. Fawaz Stratis Ioannidis Andrea Montanari 28 67 0 09 Aug 2014
Divide-and-Conquer Learning by Anchoring a Conical Hull Tianyi Zhou J. Bilmes Carlos Guestrin 40 18 0 22 Jun 2014
Subspace clustering of dimensionality-reduced data Reinhard Heckel Michael Tschannen Helmut Bölcskei 16 22 0 27 Apr 2014
Solution Path Clustering with Adaptive Concave Penalty Y. Marchetti Qing Zhou 21 24 0 24 Apr 2014
Recovery of Coherent Data via Low-Rank Dictionary Pursuit Guangcan Liu Ping Li 24 37 0 15 Apr 2014