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Noisy Sparse Subspace Clustering

5 September 2013

Papers citing "Noisy Sparse Subspace Clustering"

50 / 64 papers shown

Title
Locally Regularized Sparse Graph by Fast Proximal Gradient Descent Dongfang Sun Yingzhen Yang 67 0 0 25 Sep 2024
Sketching for Convex and Nonconvex Regularized Least Squares with Sharp Guarantees Yingzhen Yang Ping Li 44 0 0 03 Nov 2023
Adversarial Examples Might be Avoidable: The Role of Data Concentration in Adversarial Robustness Ambar Pal Huaijin Hao Rene Vidal 104 8 0 28 Sep 2023
Unsupervised Manifold Linearizing and Clustering Tianjiao Ding Shengbang Tong Kwan Ho Ryan Chan Xili Dai Yi Ma B. Haeffele 96 12 0 04 Jan 2023
Variable Clustering via Distributionally Robust Nodewise Regression Kaizheng Wang Xiao Xu X. Zhou OOD 57 2 0 15 Dec 2022
Revisiting data augmentation for subspace clustering Maryam Abdolali Nicolas Gillis 38 1 0 20 Jul 2022
$Noisy $\ell^{0}$-Sparse Subspace Clustering on Dimensionality Reduced Data$ Noisy $\ell^{0}$ -Sparse Subspace Clustering on Dimensionality Reduced Data Yingzhen Yang Ping Li 44 2 0 22 Jun 2022
Sparse Subspace Clustering in Diverse Multiplex Network Model M. Noroozi Marianna Pensky 87 9 0 15 Jun 2022
Convergence and Recovery Guarantees of the K-Subspaces Method for Subspace Clustering Peng Wang Huikang Liu Anthony Man-Cho So Laura Balzano 89 11 0 11 Jun 2022
Fusion Subspace Clustering for Incomplete Data Usman Mahmood Daniel L. Pimentel-Alarcón 71 0 0 22 May 2022
Greedier is Better: Selecting Multiple Neighbors per Iteration for Sparse Subspace Clustering Jwo-Yuh Wu L. Huang Wen-Hsuan Li Chunxi Liu Rung-Hung Gau 70 0 0 06 Apr 2022
Provable Clustering of a Union of Linear Manifolds Using Optimal Directions M. Rahmani 66 1 0 08 Jan 2022
Learning a Self-Expressive Network for Subspace Clustering Shangzhi Zhang Chong You René Vidal Chun-Guang Li 102 44 0 08 Oct 2021
Popularity Adjusted Block Models are Generalized Random Dot Product Graphs John Koo M. Tang M. Trosset 58 9 0 09 Sep 2021
Provable Data Clustering via Innovation Search Weiwei Li M. Rahmani Ping Li 48 2 0 16 Aug 2021
A Simple Approach to Automated Spectral Clustering Jicong Fan Y. Tu Zhao Zhang Mingbo Zhao Haijun Zhang 134 20 0 23 Jul 2021
A Critique of Self-Expressive Deep Subspace Clustering B. Haeffele Chong You René Vidal 90 28 0 08 Oct 2020
Online Structural Change-point Detection of High-dimensional Streaming Data via Dynamic Sparse Subspace Learning Ruiyu Xu Jianguo Wu Xiaowei Yue Yongxiang Li 83 9 0 24 Sep 2020
Self-Representation Based Unsupervised Exemplar Selection in a Union of Subspaces Chong You Chi Li Daniel P. Robinson René Vidal 67 16 0 07 Jun 2020
Is an Affine Constraint Needed for Affine Subspace Clustering? Chong You Chun-Guang Li Daniel P. Robinson René Vidal 72 25 0 08 May 2020
Stochastic Sparse Subspace Clustering Ying Chen Chun-Guang Li Chong You 107 69 0 04 May 2020
Provable Noisy Sparse Subspace Clustering using Greedy Neighbor Selection: A Coherence-Based Perspective Jwo-Yuh Wu Wen-Hsuan Li L. Huang Yen-Ping Lin Chun-Hung Liu Rung-Hung Gau 60 0 0 02 Feb 2020
Basis Pursuit and Orthogonal Matching Pursuit for Subspace-preserving Recovery: Theoretical Analysis Daniel P. Robinson René Vidal Chong You 82 9 0 30 Dec 2019
A Robust Spectral Clustering Algorithm for Sub-Gaussian Mixture Models with Outliers Prateek Srivastava Purnamrita Sarkar G. A. Hanasusanto 83 21 0 16 Dec 2019
Compressed Subspace Learning Based on Canonical Angle Preserving Property Yuchen Jiao Gen Li Yuantao Gu 54 2 0 14 Jul 2019
Neither Global Nor Local: A Hierarchical Robust Subspace Clustering For Image Data Maryam Abdolali Mohammad Rahmati 54 13 0 17 May 2019
Robust subspace clustering by Cauchy loss function Xuelong Li Quanmao Lu Yongsheng Dong Dacheng Tao NoLa 76 68 0 28 Apr 2019
Strong Black-box Adversarial Attacks on Unsupervised Machine Learning Models Anshuman Chhabra Abhishek Roy P. Mohapatra AAML OOD 48 3 0 28 Jan 2019
Self-Expressive Subspace Clustering to Recognize Motion Dynamics of a Multi-Joint Coordination for Chronic Ankle Instability Shaodi Qian S. Yen Eric Folmar C. Chou 60 4 0 06 Jan 2019
Scalable Bottom-up Subspace Clustering using FP-Trees for High Dimensional Data M. Doan Ashkan Rezaei Sutharshan Rajasegarar C. Leckie 32 2 0 07 Nov 2018
Accurate and Scalable Image Clustering Based On Sparse Representation of Camera Fingerprint Quoc-Tin Phan G. Boato F. D. De Natale 71 18 0 18 Oct 2018
On Geometric Analysis of Affine Sparse Subspace Clustering Chun-Guang Li Chong You René Vidal 70 32 0 17 Aug 2018
Fusion Subspace Clustering: Full and Incomplete Data Daniel L. Pimentel-Alarcón Usman Mahmood 47 0 0 02 Aug 2018
Mixture Matrix Completion Daniel L. Pimentel-Alarcón 56 7 0 02 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
Subspace Clustering by Block Diagonal Representation Canyi Lu Jiashi Feng Zhouchen Lin Tao Mei Shuicheng Yan 72 362 0 23 May 2018
Efficient Solvers for Sparse Subspace Clustering Farhad Pourkamali Anaraki James Folberth Stephen Becker 64 33 0 17 Apr 2018
Dynamic Multivariate Functional Data Modeling via Sparse Subspace Learning Chen Zhang Hao Yan Seungho Lee Jianjun Shi 64 34 0 11 Apr 2018
Exactly Robust Kernel Principal Component Analysis Jicong Fan T. Chow 65 50 0 28 Feb 2018
Theoretical Analysis of Sparse Subspace Clustering with Missing Entries M. Tsakiris René Vidal 142 31 0 01 Jan 2018
Active Orthogonal Matching Pursuit for Sparse Subspace Clustering Yanxi Chen Gen Li Yuantao Gu 43 32 0 16 Aug 2017
Subspace Clustering with Missing and Corrupted Data Zachary B. Charles Amin Jalali Rebecca Willett 91 15 0 08 Jul 2017
Provable Self-Representation Based Outlier Detection in a Union of Subspaces Chong You Daniel P. Robinson René Vidal 102 115 0 12 Apr 2017
Noisy subspace clustering via matching pursuits Michael Tschannen Helmut Bölcskei 40 27 0 11 Dec 2016
A Theoretical Analysis of Noisy Sparse Subspace Clustering on Dimensionality-Reduced Data Yining Wang Yu Wang Aarti Singh 76 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
Online Data Thinning via Multi-Subspace Tracking X. Hunt Rebecca Willett 43 10 0 12 Sep 2016
Leveraging Union of Subspace Structure to Improve Constrained Clustering J. Lipor Laura Balzano 53 17 0 06 Aug 2016
Oracle Based Active Set Algorithm for Scalable Elastic Net Subspace Clustering Chong You Chun-Guang Li Daniel P. Robinson René Vidal 121 243 0 09 May 2016
Robust Subspace Clustering via Tighter Rank Approximation Zhao Kang Chong Peng Q. Cheng 75 22 0 30 Oct 2015