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Hybrid Linear Modeling via Local Best-fit Flats

17 October 2010

Papers citing "Hybrid Linear Modeling via Local Best-fit Flats"

44 / 44 papers shown

Title
Local and Global Structure Preservation Based Spectral Clustering Kajal Eybpoosh M. Rezghi A. Heydari 47 0 0 23 Oct 2022
Sparse Subspace Clustering in Diverse Multiplex Network Model M. Noroozi Marianna Pensky 65 9 0 15 Jun 2022
Large sample spectral analysis of graph-based multi-manifold clustering Nicolas García Trillos Pengfei He Chenghui Li 130 6 0 28 Jul 2021
Neural Ordinary Differential Equation Model for Evolutionary Subspace Clustering and Its Applications Mingyuan Bai S. Choy Junping Zhang Junbin Gao AI4TS 31 1 0 22 Jul 2021
Subspace clustering without knowing the number of clusters: A parameter free approach V. Menon Gokularam M Sheetal Kalyani 41 14 0 10 Sep 2019
3D Rigid Motion Segmentation with Mixed and Unknown Number of Models Xun Xu L. Cheong Zhuwen Li 62 33 0 16 Aug 2019
Neural Collaborative Subspace Clustering Tong Zhang Pan Ji Mehrtash Harandi Wen-bing Huang Hongdong Li 55 72 0 24 Apr 2019
Learning for Multi-Model and Multi-Type Fitting Xun Xu L. Cheong Zhuwen Li 45 5 0 29 Jan 2019
Scalable Deep $k$ -Subspace Clustering Tong Zhang Pan Ji Mehrtash Harandi Leonid Sigal Ian Reid 98 35 0 02 Nov 2018
Scaled Simplex Representation for Subspace Clustering Jun Xu Mengyang Yu Ling Shao Wangmeng Zuo Deyu Meng Lei Zhang David C. Zhang 35 1 0 26 Jul 2018
An Overview of Robust Subspace Recovery Gilad Lerman Tyler Maunu 69 131 0 02 Mar 2018
Path-Based Spectral Clustering: Guarantees, Robustness to Outliers, and Fast Algorithms A. Little Mauro Maggioni James M. Murphy 56 50 0 17 Dec 2017
CUR Decompositions, Similarity Matrices, and Subspace Clustering Akram Aldroubi Keaton Hamm A. Koku A. Sekmen 137 32 0 11 Nov 2017
Subspace Clustering using Ensembles of $K$ -Subspaces J. Lipor David Hong Dejiao Zhang Laura Balzano 61 25 0 14 Sep 2017
Sketched Subspace Clustering Panagiotis A. Traganitis G. Giannakis 60 51 0 22 Jul 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
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
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 104 243 0 09 May 2016
Innovation Pursuit: A New Approach to Subspace Clustering M. Rahmani George Atia 106 52 0 02 Dec 2015
Fast Landmark Subspace Clustering Xu Wang Gilad Lerman 33 1 0 28 Oct 2015
High Dimensional Data Modeling Techniques for Detection of Chemical Plumes and Anomalies in Hyperspectral Images and Movies Yi Yi Wang Guangliang Chen Mauro Maggioni 76 13 0 24 Sep 2015
Algebraic Clustering of Affine Subspaces M. Tsakiris René Vidal 79 44 0 22 Sep 2015
Dimensionality-reduced subspace clustering Reinhard Heckel Michael Tschannen Helmut Bölcskei 58 33 0 25 Jul 2015
Scalable Sparse Subspace Clustering by Orthogonal Matching Pursuit Chong You Daniel P. Robinson René Vidal 75 348 0 05 Jul 2015
LogDet Rank Minimization with Application to Subspace Clustering Zhao Kang Chong Peng Jie Cheng Q. Cheng 64 46 0 03 Jul 2015
Cloud K-SVD: A Collaborative Dictionary Learning Algorithm for Big, Distributed Data Haroon Raja W. Bajwa 95 92 0 25 Dec 2014
Greedy Subspace Clustering Dohyung Park Constantine Caramanis Sujay Sanghavi 84 99 0 31 Oct 2014
Better Feature Tracking Through Subspace Constraints Bryan Poling Gilad Lerman Arthur Szlam 51 13 0 09 May 2014
Subspace clustering of dimensionality-reduced data Reinhard Heckel Michael Tschannen Helmut Bölcskei 56 22 0 27 Apr 2014
Learning Transformations for Clustering and Classification Qiang Qiu Guillermo Sapiro 97 80 0 09 Sep 2013
Learning Robust Subspace Clustering Qiang Qiu Guillermo Sapiro 50 4 0 01 Aug 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
Greedy Feature Selection for Subspace Clustering Eva L. Dyer Aswin C. Sankaranarayanan Richard G. Baraniuk 91 171 0 19 Mar 2013
Robust subspace clustering Mahdi Soltanolkotabi Ehsan Elhamifar Emmanuel J. Candès 149 366 0 11 Jan 2013
Spectral Clustering Based on Local PCA E. Arias-Castro Gilad Lerman Teng Zhang 96 100 0 09 Jan 2013
Subspace clustering of high-dimensional data: a predictive approach Brian McWilliams Giovanni Montana 92 75 0 05 Mar 2012
Sparse Subspace Clustering: Algorithm, Theory, and Applications Ehsan Elhamifar René Vidal 159 2,335 0 05 Mar 2012
A Novel M-Estimator for Robust PCA Teng Zhang Gilad Lerman 109 133 0 20 Dec 2011
A geometric analysis of subspace clustering with outliers Mahdi Soltanolkotabi Emmanuel J. Candés 153 416 0 19 Dec 2011
Robust recovery of multiple subspaces by geometric l_p minimization Gilad Lerman Teng Zhang 114 86 0 19 Apr 2011
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