Subspace clustering of high-dimensional data: a predictive approach

5 March 2012

Papers citing "Subspace clustering of high-dimensional data: a predictive approach"

24 / 24 papers shown

Title
Convergence and Recovery Guarantees of the K-Subspaces Method for Subspace Clustering Peng Wang Huikang Liu Anthony Man-Cho So Laura Balzano 84 11 0 11 Jun 2022
Learning a Self-Expressive Network for Subspace Clustering Shangzhi Zhang Chong You René Vidal Chun-Guang Li 96 44 0 08 Oct 2021
Weighted Sparse Subspace Representation: A Unified Framework for Subspace Clustering, Constrained Clustering, and Active Learning Hankui Peng N. Pavlidis 48 0 0 08 Jun 2021
Learning Self-Expression Metrics for Scalable and Inductive Subspace Clustering Julian Busch Evgeniy Faerman Matthias Schubert Thomas Seidl SSL 46 4 0 27 Sep 2020
Is an Affine Constraint Needed for Affine Subspace Clustering? Chong You Chun-Guang Li Daniel P. Robinson René Vidal 67 25 0 08 May 2020
Stochastic Sparse Subspace Clustering Ying Chen Chun-Guang Li Chong You 99 69 0 04 May 2020
List-Decodable Subspace Recovery: Dimension Independent Error in Polynomial Time Ainesh Bakshi Pravesh Kothari 82 23 0 12 Feb 2020
Large-Scale Sparse Subspace Clustering Using Landmarks Farhad Pourkamali-Anaraki 72 4 0 02 Aug 2019
Theory of Spectral Method for Union of Subspaces-Based Random Geometry Graph Gen Li Yuantao Gu 68 3 0 25 Jul 2019
Compressed Subspace Learning Based on Canonical Angle Preserving Property Yuchen Jiao Gen Li Yuantao Gu 44 2 0 14 Jul 2019
Self-Supervised Convolutional Subspace Clustering Network Junjian Zhang Chun-Guang Li Chong You Xianbiao Qi Honggang Zhang Jun Guo Zhouchen Lin SSL 91 145 0 01 May 2019
Self-Expressive Subspace Clustering to Recognize Motion Dynamics of a Multi-Joint Coordination for Chronic Ankle Instability Shaodi Qian S. Yen Eric Folmar C. Chou 54 4 0 06 Jan 2019
On Geometric Analysis of Affine Sparse Subspace Clustering Chun-Guang Li Chong You René Vidal 70 32 0 17 Aug 2018
Constrained Sparse Subspace Clustering with Side-Information Chun-Guang Li Junjian Zhang Jun Guo 56 8 0 21 May 2018
Subspace Clustering via Optimal Direction Search M. Rahmani George Atia 61 13 0 12 Jun 2017
A Theoretical Analysis of Noisy Sparse Subspace Clustering on Dimensionality-Reduced Data Yining Wang Yu Wang Aarti Singh 74 30 0 24 Oct 2016
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
Innovation Pursuit: A New Approach to Subspace Clustering M. Rahmani George Atia 106 52 0 02 Dec 2015
Filtrated Spectral Algebraic Subspace Clustering M. Tsakiris René Vidal 53 12 0 15 Oct 2015
Graph Connectivity in Noisy Sparse Subspace Clustering Yining Wang Yu Wang Aarti Singh 80 9 0 04 Apr 2015
Scalable Iterative Algorithm for Robust Subspace Clustering Sanghyuk Chun Yung-Kyun Noh Jinwoo Shin 127 1 0 05 Mar 2015
Symmetric low-rank representation for subspace clustering Jie Chen Haixian Zhang Hua Mao Yongsheng Sang Zhang Yi 43 28 0 31 Oct 2014
Fast and Robust Least Squares Estimation in Corrupted Linear Models Brian McWilliams Gabriel Krummenacher Mario Lucic J. M. Buhmann 92 51 0 12 Jun 2014
Robust subspace clustering Mahdi Soltanolkotabi Ehsan Elhamifar Emmanuel J. Candès 149 366 0 11 Jan 2013