Low-rank representation with graph regularization for subspace clustering

Sparse representation for face recognition by discriminative low-rank matrix recovery

(2014) Jie Chen et al.   JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION

A simplified low rank and sparse graph for semi-supervised learning

(2014) Miaoyun Zhao et al.   NEUROCOMPUTING

Subspace clustering of high-dimensional data: a predictive approach

(2013) Brian McWilliams et al.   DATA MINING AND KNOWLEDGE DISCOVERY

Low-Rank Matrix Approximation with Manifold Regularization

(2013) Zhenyue Zhang et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Sparse Subspace Clustering: Algorithm, Theory, and Applications

(2013) E. Elhamifar et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Robust Recovery of Corrupted Low-RankMatrix by Implicit Regularizers

(2013) Ran He et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Low-rank representation with local constraint for graph construction

(2013) Yaoguo Zheng et al.   NEUROCOMPUTING

Robust Subspace Segmentation Via Low-Rank Representation

(2013) Jinhui Chen et al.   IEEE Transactions on Cybernetics

Robust Recovery of Subspace Structures by Low-Rank Representation

(2012) Guangcan Liu et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Robust principal component analysis?

(2011) Emmanuel J. Candès et al.   JOURNAL OF THE ACM

Graph Regularized Sparse Coding for Image Representation

(2010) Miao Zheng et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Graph Regularized Nonnegative Matrix Factorization for Data Representation

(2010) Deng Cai et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Robust Algebraic Segmentation of Mixed Rigid-Body and Planar Motions from Two Views

(2010) Shankar R. Rao et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

A Singular Value Thresholding Algorithm for Matrix Completion

(2010) Jian-Feng Cai et al.   SIAM JOURNAL ON OPTIMIZATION