Robust Subspace Clustering via Thresholding

18 July 2013

Papers citing "Robust Subspace Clustering via Thresholding"

24 / 24 papers shown

Title
Label-independent hyperparameter-free self-supervised single-view deep subspace clustering Lovro Sindicic Ivica Kopriva 36 0 0 25 Apr 2025
Why the Metric Backbone Preserves Community Structure Maximilien Dreveton Charbel Chucri Matthias Grossglauser Patrick Thiran 51 0 0 31 Dec 2024
Unsupervised Manifold Linearizing and Clustering Tianjiao Ding Shengbang Tong Kwan Ho Ryan Chan Xili Dai Y. Ma B. Haeffele 25 11 0 04 Jan 2023
Monotonic Risk Relationships under Distribution Shifts for Regularized Risk Minimization Daniel LeJeune Jiayu Liu Reinhard Heckel 23 0 0 20 Oct 2022
Doubly Stochastic Subspace Clustering Derek Lim René Vidal B. Haeffele 11 17 0 30 Nov 2020
Outlier Detection and Data Clustering via Innovation Search M. Rahmani P. Li 24 3 0 30 Dec 2019
Subspace clustering without knowing the number of clusters: A parameter free approach V. Menon Gokularam M Sheetal Kalyani 20 14 0 10 Sep 2019
Unraveling the Veil of Subspace RIP Through Near-Isometry on Subspaces Xingyu Xu Gen Li Yuantao Gu 16 7 0 23 May 2019
Neither Global Nor Local: A Hierarchical Robust Subspace Clustering For Image Data Maryam Abdolali Mohammad Rahmati 14 13 0 17 May 2019
$$\ell_0$-Motivated Low-Rank Sparse Subspace Clustering$ $\ell_0$ -Motivated Low-Rank Sparse Subspace Clustering Maria Brbic I. Kopriva 17 47 0 17 Dec 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 18 3 0 10 Jul 2018
Hypergraph Spectral Clustering in the Weighted Stochastic Block Model Kwangjun Ahn Kangwook Lee Changho Suh 21 62 0 23 May 2018
Accelerated Sparse Subspace Clustering Abolfazl Hashemi H. Vikalo 21 6 0 31 Oct 2017
Restricted Isometry Property of Gaussian Random Projection for Finite Set of Subspaces Gen Li Yuantao Gu 13 34 0 07 Apr 2017
Robust nonparametric nearest neighbor random process clustering Michael Tschannen Helmut Bölcskei 21 4 0 04 Dec 2016
Structured Sparse Subspace Clustering: A Joint Affinity Learning and Subspace Clustering Framework Chun-Guang Li Chong You René Vidal 33 200 0 17 Oct 2016
Coherence Pursuit: Fast, Simple, and Robust Principal Component Analysis M. Rahmani George K. Atia 33 134 0 15 Sep 2016
Leveraging Union of Subspace Structure to Improve Constrained Clustering J. Lipor Laura Balzano 21 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 16 239 0 09 May 2016
On deterministic conditions for subspace clustering under missing data Wenqi Wang Shuchin Aeron Vaneet Aggarwal 16 2 0 15 Apr 2016
Innovation Pursuit: A New Approach to Subspace Clustering M. Rahmani George K. Atia 42 52 0 02 Dec 2015
Nonparametric Nearest Neighbor Random Process Clustering Michael Tschannen Helmut Bölcskei 38 3 0 20 Apr 2015
Graph Connectivity in Noisy Sparse Subspace Clustering Yining Wang Yu-Xiang Wang Aarti Singh 38 9 0 04 Apr 2015
Greedy Subspace Clustering Dohyung Park C. Caramanis Sujay Sanghavi 24 99 0 31 Oct 2014