Low-rank Matrix Recovery from Errors and Erasures

Low-rank Matrix Recovery from Errors and Erasures

3 April 2011

Sujay Sanghavi

Papers citing "Low-rank Matrix Recovery from Errors and Erasures"

16 / 16 papers shown

Title
Exact Decomposition of Joint Low Rankness and Local Smoothness Plus Sparse Matrices Jiangjun Peng Yao Wang Hongying Zhang Jianjun Wang Deyu Meng 38 52 0 29 Jan 2022
Reliable Propagation-Correction Modulation for Video Object Segmentation Xiaohao Xu Jinglu Wang Xiao Li Yan Lu VOS 43 61 0 06 Dec 2021
Learned Robust PCA: A Scalable Deep Unfolding Approach for High-Dimensional Outlier Detection HanQin Cai Jialin Liu W. Yin 35 39 0 11 Oct 2021
Generalized Low-rank plus Sparse Tensor Estimation by Fast Riemannian Optimization Jian-Feng Cai Jingyang Li Dong Xia 49 30 0 16 Mar 2021
Matrix optimization based Euclidean embedding with outliers Qian Zhang Xinyuan Zhao Chao Ding 36 2 0 23 Dec 2020
A Dictionary-Based Generalization of Robust PCA with Applications to Target Localization in Hyperspectral Imaging Sirisha Rambhatla Xingguo Li Jineng Ren Jarvis Haupt 17 2 0 21 Feb 2019
On Deterministic Sampling Patterns for Robust Low-Rank Matrix Completion Morteza Ashraphijuo Vaneet Aggarwal Xiaodong Wang 25 19 0 05 Dec 2017
Nearly-optimal Robust Matrix Completion Yeshwanth Cherapanamjeri Kartik Gupta Prateek Jain 38 99 0 23 Jun 2016
Fast Algorithms for Robust PCA via Gradient Descent Xinyang Yi Dohyung Park Yudong Chen C. Caramanis 18 264 0 25 May 2016
Structured Low-Rank Matrix Factorization with Missing and Grossly Corrupted Observations Fanhua Shang Yuanyuan Liu Hanghang Tong James Cheng Hong Cheng 20 3 0 03 Sep 2014
Cognitive Internet of Things: A New Paradigm beyond Connection Qi-hui Wu Guoru Ding Yuhua Xu S. Feng Zhiyong Du Jinlong Wang Keping Long 43 498 0 11 Mar 2014
Near-Optimal Joint Object Matching via Convex Relaxation Yuxin Chen Leonidas J. Guibas Qi-Xing Huang 39 141 0 06 Feb 2014
Jointly Clustering Rows and Columns of Binary Matrices: Algorithms and Trade-offs Jiaming Xu Rui Wu Kai Zhu Bruce Hajek R. Srikant Lei Ying 62 44 0 01 Oct 2013
Completing Any Low-rank Matrix, Provably Yudong Chen Srinadh Bhojanapalli Sujay Sanghavi Rachel A. Ward 52 116 0 12 Jun 2013
Learning the Dependence Graph of Time Series with Latent Factors A. Jalali Sujay Sanghavi CML 54 44 0 09 Jun 2011
Compressed Sensing and Matrix Completion with Constant Proportion of Corruptions Xiaodong Li 73 179 0 06 Apr 2011