A hierarchical weighted low-rank representation for image clustering and classification

Deep Latent Low-Rank Representation for Face Sketch Synthesis

(2019) Mingjin Zhang et al.   IEEE Transactions on Neural Networks and Learning Systems

Adaptive weighted nonnegative low-rank representation

(2018) Jie Wen et al.   PATTERN RECOGNITION

Low-Rank Preserving Projection Via Graph Regularized Reconstruction

(2018) Jie Wen et al.   IEEE Transactions on Cybernetics

Label Information Guided Graph Construction for Semi-Supervised Learning

(2017) Liansheng Zhuang et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Low rank representation with adaptive distance penalty for semi-supervised subspace classification

(2017) Lunke Fei et al.   PATTERN RECOGNITION

Supervised distance metric learning through maximization of the Jeffrey divergence

(2017) Bac Nguyen et al.   PATTERN RECOGNITION

Laplacian Regularized Low-Rank Representation and Its Applications

(2016) Ming Yin et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Intrinsic dimension estimation: Advances and open problems

(2016) Francesco Camastra et al.   INFORMATION SCIENCES

Learning group-based sparse and low-rank representation for hyperspectral image classification

(2016) Zhi He et al.   PATTERN RECOGNITION

Learning Robust and Discriminative Subspace With Low-Rank Constraints

(2016) Sheng Li et al.   IEEE Transactions on Neural Networks and Learning Systems

Robust Semi-Supervised Subspace Clustering via Non-Negative Low-Rank Representation

(2016) Xiaozhao Fang et al.   IEEE Transactions on Cybernetics

Learning a Nonnegative Sparse Graph for Linear Regression

(2015) Xiaozhao Fang et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Sparse representation-based robust face recognition by graph regularized low-rank sparse representation recovery

(2015) Haishun Du et al.   NEUROCOMPUTING

Robust latent low rank representation for subspace clustering

(2014) Hongyang Zhang et al.   NEUROCOMPUTING

Graph-Regularized Low-Rank Representation for Destriping of Hyperspectral Images

(2013) Xiaoqiang Lu et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Low-Rank Matrix Approximation with Manifold Regularization

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

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

Linearized augmented Lagrangian and alternating direction methods for nuclear norm minimization

(2012) Junfeng Yang et al.   MATHEMATICS OF COMPUTATION

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

A Singular Value Thresholding Algorithm for Matrix Completion

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