One-step Bipartite Graph Cut: A Normalized Formulation and Its
Application to Scalable Subspace Clustering

One-step Bipartite Graph Cut: A Normalized Formulation and Its Application to Scalable Subspace Clustering

12 May 2023

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Papers citing "One-step Bipartite Graph Cut: A Normalized Formulation and Its Application to Scalable Subspace Clustering"

18 / 18 papers shown

Title
Refining a $k$ -nearest neighbor graph for a computationally efficient spectral clustering Mashaan Alshammari J. Stavrakakis M. Takatsuka 33 40 0 22 Feb 2023
Efficient Multi-view Clustering via Unified and Discrete Bipartite Graph Learning Siwei Fang Dong Huang Xiaosha Cai Changdong Wang Chaobo He Yong Tang 89 101 0 09 Sep 2022
Fast Multi-view Clustering via Ensembles: Towards Scalability, Superiority, and Simplicity Dong Huang Changdong Wang Jianhuang Lai 60 137 0 22 Mar 2022
Effective and Efficient Graph Learning for Multi-view Clustering Quanxue Gao Wei Xia Xinbo Gao Qianqian Wang C. Ding Dacheng Tao 31 158 0 15 Aug 2021
Structured Graph Learning for Scalable Subspace Clustering: From Single-view to Multi-view Zhao Kang Zhiping Lin Xiaofeng Zhu Wenbo Xu 121 239 0 16 Feb 2021
Large-Scale Subspace Clustering via k-Factorization Jicong Fan 59 33 0 08 Dec 2020
Multi-view Graph Learning by Joint Modeling of Consistency and Inconsistency Youwei Liang Dong Huang Changdong Wang Philip S. Yu 36 84 0 24 Aug 2020
Large-scale Multi-view Subspace Clustering in Linear Time Zhao Kang Wangtao Zhou Zhitong Zhao Junming Shao Meng Han Zenglin Xu 117 412 0 21 Nov 2019
Ultra-Scalable Spectral Clustering and Ensemble Clustering Dong Huang Changdong Wang Jian-Sheng Wu Jianhuang Lai C. Kwoh 39 350 0 04 Mar 2019
Enhanced Ensemble Clustering via Fast Propagation of Cluster-wise Similarities Dong Huang Changdong Wang Hongxing Peng Jianhuang Lai C. Kwoh 36 166 0 30 Oct 2018
Subspace Clustering by Block Diagonal Representation Canyi Lu Jiashi Feng Zhouchen Lin Tao Mei Shuicheng Yan 55 360 0 23 May 2018
Structured Sparse Subspace Clustering: A Joint Affinity Learning and Subspace Clustering Framework Chun-Guang Li Chong You René Vidal 54 201 0 17 Oct 2016
Scalable Sparse Subspace Clustering by Orthogonal Matching Pursuit Chong You Daniel P. Robinson René Vidal 56 348 0 05 Jul 2015
Robust and Efficient Subspace Segmentation via Least Squares Regression Canyi Lu Hai Min Zhongming Zhao Ling Zhu De-Shuang Huang Shuicheng Yan 45 665 0 27 Apr 2014
Constructing the L2-Graph for Robust Subspace Learning and Subspace Clustering Xi Peng Zhiding Yu Huajin Tang Zhang Yi 97 236 0 05 Sep 2012
Sparse Subspace Clustering: Algorithm, Theory, and Applications Ehsan Elhamifar René Vidal 109 2,334 0 05 Mar 2012
Robust Recovery of Subspace Structures by Low-Rank Representation Guangcan Liu Zhouchen Lin Shuicheng Yan Ju Sun Yong Yu Yi-An Ma 127 3,224 0 14 Oct 2010
A Tutorial on Spectral Clustering U. V. Luxburg 290 10,537 0 01 Nov 2007