Greedy Subspace Clustering

31 October 2014

Sujay Sanghavi

Papers citing "Greedy Subspace Clustering"

26 / 26 papers shown

Title
$Noisy $\ell^{0}$-Sparse Subspace Clustering on Dimensionality Reduced Data$ Noisy $\ell^{0}$ -Sparse Subspace Clustering on Dimensionality Reduced Data Yingzhen Yang Ping Li 27 2 0 22 Jun 2022
Fusion Subspace Clustering for Incomplete Data Usman Mahmood Daniel L. Pimentel-Alarcón 59 0 0 22 May 2022
Provable Clustering of a Union of Linear Manifolds Using Optimal Directions M. Rahmani 49 1 0 08 Jan 2022
Detecting adversaries in Crowdsourcing Panagiotis A. Traganitis G. Giannakis 50 2 0 07 Oct 2021
Large sample spectral analysis of graph-based multi-manifold clustering Nicolas García Trillos Pengfei He Chenghui Li 134 6 0 28 Jul 2021
Closed-Form, Provable, and Robust PCA via Leverage Statistics and Innovation Search M. Rahmani Ping Li 46 5 0 23 Jun 2021
Outlier Detection and Data Clustering via Innovation Search M. Rahmani P. Li 73 3 0 30 Dec 2019
Subspace clustering without knowing the number of clusters: A parameter free approach V. Menon Gokularam M Sheetal Kalyani 41 14 0 10 Sep 2019
Simultaneous Subspace Clustering and Cluster Number Estimating based on Triplet Relationship Jie Liang Jufeng Yang Ming-Ming Cheng Paul L. Rosin Liang Wang 18 17 0 23 Jan 2019
$$\ell_0$-Motivated Low-Rank Sparse Subspace Clustering$ $\ell_0$ -Motivated Low-Rank Sparse Subspace Clustering Maria Brbic I. Kopriva 59 47 0 17 Dec 2018
Subspace Clustering through Sub-Clusters Weiwei Li Jan Hannig S. Mukherjee 37 5 0 15 Nov 2018
On Geometric Analysis of Affine Sparse Subspace Clustering Chun-Guang Li Chong You René Vidal 70 32 0 17 Aug 2018
Hypergraph Spectral Clustering in the Weighted Stochastic Block Model Kwangjun Ahn Kangwook Lee Changho Suh 76 65 0 23 May 2018
Subspace Clustering using Ensembles of $K$ -Subspaces J. Lipor David Hong Dejiao Zhang Laura Balzano 70 25 0 14 Sep 2017
Active Orthogonal Matching Pursuit for Sparse Subspace Clustering Yanxi Chen Gen Li Yuantao Gu 35 32 0 16 Aug 2017
Subspace Clustering via Optimal Direction Search M. Rahmani George Atia 61 13 0 12 Jun 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
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
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
Oracle Based Active Set Algorithm for Scalable Elastic Net Subspace Clustering Chong You Chun-Guang Li Daniel P. Robinson René Vidal 109 243 0 09 May 2016
Uniform Hypergraph Partitioning: Provable Tensor Methods and Sampling Techniques Debarghya Ghoshdastidar Ambedkar Dukkipati 202 48 0 21 Feb 2016
Innovation Pursuit: A New Approach to Subspace Clustering M. Rahmani George Atia 106 52 0 02 Dec 2015
Canonical Divergence Analysis H. Nguyen Jilles Vreeken 20 1 0 28 Oct 2015
Information-theoretic Bounds on Matrix Completion under Union of Subspaces Model Vaneet Aggarwal Shuchin Aeron 81 0 0 14 Aug 2015