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papers

Publications (19)

Exact Recovery of Tensor Robust Principal Component Analysis under Linear Transforms

Canyi Lu, Pan Zhou

Adaptive Nonparametric Image Parsing

Tam V. Nguyen, Canyi Lu, Jose Sepulveda +1

Robust Face Recognition via Adaptive Sparse Representation

Jing Wang, Canyi Lu, Meng Wang +3

Tensor-Tensor Product Toolbox

Canyi Lu

Accelerated Randomized Mirror Descent Algorithms For Composite Non-strongly Convex Optimization

Le Thi Khanh Hien, Cuong V. Nguyen, Huan Xu +2

Tensor Robust Principal Component Analysis with A New Tensor Nuclear Norm

Canyi Lu, Jiashi Feng, Yudong Chen +3

Generalized Singular Value Thresholding

Canyi Lu, Changbo Zhu, Chunyan Xu +2

Smoothed Low Rank and Sparse Matrix Recovery by Iteratively Reweighted Least Squares Minimization

Canyi Lu, Zhouchen Lin, Shuicheng Yan

Generalized Nonconvex Nonsmooth Low-Rank Minimization

Canyi Lu, Jinhui Tang, Shuicheng Yan +1

Tensor Robust Principal Component Analysis: Exact Recovery of Corrupted Low-Rank Tensors via Convex Optimization

Canyi Lu, Jiashi Feng, Yudong Chen +3

Optimized Projections for Compressed Sensing via Direct Mutual Coherence Minimization

Canyi Lu, Huan Li, Zhouchen Lin

Exact Low Tubal Rank Tensor Recovery from Gaussian Measurements

Canyi Lu, Jiashi Feng, Zhouchen Lin +1

Connections Between Nuclear Norm and Frobenius Norm Based Representations

Xi Peng, Canyi Lu, Zhang Yi +1

Projection onto the capped simplex

Weiran Wang, Canyi Lu

Correntropy Induced L2 Graph for Robust Subspace Clustering

Canyi Lu, Jinhui Tang, Min Lin +3

Nonconvex Sparse Spectral Clustering by Alternating Direction Method of Multipliers and Its Convergence Analysis

Canyi Lu, Jiashi Feng, Zhouchen Lin +1

Convex Sparse Spectral Clustering: Single-view to Multi-view

Canyi Lu, Shuicheng Yan, Zhouchen Lin

Correlation Adaptive Subspace Segmentation by Trace Lasso

Canyi Lu, Jiashi Feng, Zhouchen Lin +1

Subspace Clustering by Block Diagonal Representation

Canyi Lu, Jiashi Feng, Zhouchen Lin +2