Auto-weighted Tensor Schatten p-Norm for Robust Multi-view Graph Clustering

[1]  Yuancheng Yao,et al.  Cluster center consistency guided sampling learning for multiple kernel clustering , 2022, Inf. Sci..

[2]  Zhenwen Ren,et al.  Robust multi-view graph clustering in latent energy-preserving embedding space , 2021, Inf. Sci..

[3]  Shanmin Pang,et al.  Multi-view spectral clustering via common structure maximization of local and global representations , 2021, Neural Networks.

[4]  Zhenwen Ren,et al.  Multiple Kernel Clustering with Kernel k-Means Coupled Graph Tensor Learning , 2021, AAAI.

[5]  Zhiwen Yu,et al.  Clustering Ensemble Based on Hybrid Multiview Clustering , 2020, IEEE Transactions on Cybernetics.

[6]  Qiang Cheng,et al.  Kernel Two-Dimensional Ridge Regression for Subspace Clustering , 2020, Pattern Recognit..

[7]  Rong Wang,et al.  Low Rank Regularization: A review , 2018, Neural Networks.

[8]  Zhenwen Ren,et al.  Multiple kernel clustering with pure graph learning scheme , 2020, Neurocomputing.

[9]  Quanxue Gao,et al.  Multiple graphs learning with a new weighted tensor nuclear norm , 2020, Neural Networks.

[10]  Yicong Zhou,et al.  Nonconvex multi-view subspace clustering via simultaneously learning the representation tensor and affinity matrix , 2020, Pattern Recognit..

[11]  Zenglin Xu,et al.  Relation-Guided Representation Learning , 2020, Neural Networks.

[12]  Zhenwen Ren,et al.  Consensus Affinity Graph Learning for Multiple Kernel Clustering , 2020, IEEE Transactions on Cybernetics.

[13]  Hao Wang,et al.  GMC: Graph-Based Multi-View Clustering , 2020, IEEE Transactions on Knowledge and Data Engineering.

[14]  Chang-Dong Wang,et al.  Multi-View Clustering in Latent Embedding Space , 2020, AAAI.

[15]  Hongbin Zha,et al.  Unified Graph and Low-Rank Tensor Learning for Multi-View Clustering , 2020, AAAI.

[16]  Qinghua Hu,et al.  Generalized Latent Multi-View Subspace Clustering , 2020, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[17]  Zenglin Xu,et al.  Auto-weighted multi-view clustering via deep matrix decomposition , 2020, Pattern Recognit..

[18]  Zenglin Xu,et al.  Structure Learning with Similarity Preserving , 2019, Neural Networks.

[19]  Zenglin Xu,et al.  Auto-weighted multi-view clustering via kernelized graph learning , 2019, Pattern Recognit..

[20]  Zenglin Xu,et al.  Robust Graph Learning From Noisy Data , 2018, IEEE Transactions on Cybernetics.

[21]  Hao Kong,et al.  t-Schatten-$p$ Norm for Low-Rank Tensor Recovery , 2018, IEEE Journal of Selected Topics in Signal Processing.

[22]  Hongbin Zha,et al.  Essential Tensor Learning for Multi-View Spectral Clustering , 2018, IEEE Transactions on Image Processing.

[23]  Wei Zhang,et al.  Consistent and Specific Multi-View Subspace Clustering , 2018, AAAI.

[24]  Pichao Wang,et al.  Robust unsupervised feature selection via dual self-representation and manifold regularization , 2018, Knowl. Based Syst..

[25]  Vladlen Koltun,et al.  Robust continuous clustering , 2017, Proceedings of the National Academy of Sciences.

[26]  Xuelong Li,et al.  Multi-View Clustering and Semi-Supervised Classification with Adaptive Neighbours , 2017, AAAI.

[27]  Yuan Xie,et al.  On Unifying Multi-view Self-Representations for Clustering by Tensor Multi-rank Minimization , 2016, International Journal of Computer Vision.

[28]  Feiping Nie,et al.  The Constrained Laplacian Rank Algorithm for Graph-Based Clustering , 2016, AAAI.

[29]  Xiaochun Cao,et al.  Low-Rank Tensor Constrained Multiview Subspace Clustering , 2015, 2015 IEEE International Conference on Computer Vision (ICCV).

[30]  Yan Liu,et al.  Weighted Schatten $p$ -Norm Minimization for Image Denoising and Background Subtraction , 2015, IEEE Transactions on Image Processing.

[31]  Feiping Nie,et al.  Clustering and projected clustering with adaptive neighbors , 2014, KDD.

[32]  David Zhang,et al.  A Generalized Iterated Shrinkage Algorithm for Non-convex Sparse Coding , 2013, 2013 IEEE International Conference on Computer Vision.

[33]  Yong Yu,et al.  Robust Recovery of Subspace Structures by Low-Rank Representation , 2010, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[34]  Michael I. Jordan,et al.  On Spectral Clustering: Analysis and an algorithm , 2001, NIPS.

[35]  Naiqi Wu,et al.  A novel consensus learning approach to incomplete multi-view clustering , 2021, Pattern Recognit..

[36]  Zhiwen Yu,et al.  Multitask Feature Selection by Graph-Clustered Feature Sharing , 2020, IEEE Transactions on Cybernetics.

[37]  Zhenwen Ren,et al.  Learning Latent Low-Rank and Sparse Embedding for Robust Image Feature Extraction , 2020, IEEE Transactions on Image Processing.

[38]  Geoffrey E. Hinton,et al.  Visualizing Data using t-SNE , 2008 .