Chen Xu

Robust Matrix Factorization by Majorization Minimization

Zhouchen Lin, Chen Xu, Hongbin Zha · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2017 · 60 citations

Mathematical Programming, Sparse Representation, Engineering +13

A Unified Convex Surrogate for the Schatten- p Norm

Chen Xu, Zhouchen Lin, Hongbin Zha · arXiv (Cornell University) · 2017 · 28 citations · Full text

Mathematical Programming, Conic Optimization, Sparse Representation +15

Sparse and Low-Rank Coupling Image Segmentation Model Via Nonconvex Regularization

Xiujun Zhang, Chen Xu, Min Li et al. · International Journal of Pattern Recognition and Artificial Intelligence · 2014 · 27 citations

Engineering, Machine Learning, Image Analysis +16

Bayesian inference for adaptive low rank and sparse matrix estimation

Xixi Jia, Xiangchu Feng, Weiwei Wang et al. · Neurocomputing · 2018 · 19 citations

Low-rank Approximation, Sparse Representation, Engineering +5

Online Schatten quasi-norm minimization for robust principal component analysis

Xixi Jia, Xiangchu Feng, Weiwei Wang et al. · Information Sciences · 2018 · 16 citations

Mathematical Programming, Multilinear Subspace Learning, Inverse Problems +4