Towards Robust Nonlinear Subspace Clustering: A Kernel Learning Approach

v1v2 (latest)

Towards Robust Nonlinear Subspace Clustering: A Kernel Learning Approach

10 January 2025

ArXiv (abs)PDF HTML

Papers citing "Towards Robust Nonlinear Subspace Clustering: A Kernel Learning Approach"

15 / 15 papers shown

Title
Are KAN Effective for Identifying and Tracking Concept Drift in Time Series? Kunpeng Xu Lifei Chen Shengrui Wang AI4TS 82 6 0 13 Oct 2024
GraphSnapShot: Caching Local Structure for Fast Graph Learning Dong Liu R. Waleffe Meng Jiang Shivaram Venkataraman GNN 3DH 74 0 0 25 Jun 2024
Analyzing the factors that are involved in length of inpatient stay at the hospital for diabetes patients Jorden Lam Kunpeng Xu 79 1 0 07 Jun 2024
Kolmogorov-Arnold Networks for Time Series: Bridging Predictive Power and Interpretability Kunpeng Xu Lifei Chen Shengrui Wang AI4TS 97 66 0 04 Jun 2024
Kernel Correlation-Dissimilarity for Multiple Kernel k-Means Clustering Rina Su Yu Guo Caiying Wu Qiyu Jin Tieyong Zeng 97 4 0 06 Mar 2024
Subspace Clustering by Block Diagonal Representation Canyi Lu Jiashi Feng Zhouchen Lin Tao Mei Shuicheng Yan 66 361 0 23 May 2018
Deep Subspace Clustering Networks Pan Ji Tong Zhang Hongdong Li Mathieu Salzmann Ian Reid SSL 71 512 0 08 Sep 2017
Twin Learning for Similarity and Clustering: A Unified Kernel Approach Zhao Kang Chong Peng Q. Cheng 88 96 0 01 May 2017
Kernel Sparse Subspace Clustering on Symmetric Positive Definite Manifolds Ming Yin Yi Guo Junbin Gao Zhaoshui He Shengli Xie 81 105 0 04 Jan 2016
Robust and Efficient Subspace Segmentation via Least Squares Regression Canyi Lu Hai Min Zhongming Zhao Ling Zhu De-Shuang Huang Shuicheng Yan 70 666 0 27 Apr 2014
Sparse Subspace Clustering: Algorithm, Theory, and Applications Ehsan Elhamifar René Vidal 174 2,336 0 05 Mar 2012
Generalized Principal Component Analysis (GPCA) René Vidal Yi-An Ma S. Shankar Sastry 127 1,161 0 17 Feb 2012
Structural Similarity and Distance in Learning Joseph Wang Venkatesh Saligrama D. Castañón 92 15 0 26 Oct 2011
Robust Recovery of Subspace Structures by Low-Rank Representation Guangcan Liu Zhouchen Lin Shuicheng Yan Ju Sun Yong Yu Yi-An Ma 165 3,230 0 14 Oct 2010
A Tutorial on Spectral Clustering U. V. Luxburg 292 10,571 0 01 Nov 2007