Robust Matrix Completion

28 December 2014

Papers citing "Robust Matrix Completion"

14 / 14 papers shown

Title
Alternating minimization for square root principal component pursuit Shengxiang Deng Xudong Li Yangjing Zhang 42 0 0 31 Dec 2024
Quantizing Heavy-tailed Data in Statistical Estimation: (Near) Minimax Rates, Covariate Quantization, and Uniform Recovery Junren Chen Michael Kwok-Po Ng Di Wang MQ 28 12 0 30 Dec 2022
Low-Rank Mirror-Prox for Nonsmooth and Low-Rank Matrix Optimization Problems Dan Garber Atara Kaplan 21 0 0 23 Jun 2022
Robust and Sparse Estimation of Linear Regression Coefficients with Heavy-tailed Noises and Covariates Takeyuki Sasai 23 4 0 15 Jun 2022
Robust Matrix Completion with Heavy-tailed Noise Bingyan Wang Jianqing Fan 21 4 0 09 Jun 2022
Low-Rank Extragradient Method for Nonsmooth and Low-Rank Matrix Optimization Problems Dan Garber Atara Kaplan 21 5 0 08 Feb 2022
Color Image Inpainting via Robust Pure Quaternion Matrix Completion: Error Bound and Weighted Loss Junren Chen Michael Kwok-Po Ng 16 20 0 04 Feb 2022
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
All-In-One Robust Estimator of the Gaussian Mean A. Dalalyan A. Minasyan 26 25 0 04 Feb 2020
Optimal cleaning for singular values of cross-covariance matrices Florent Benaych-Georges J. Bouchaud M. Potters 33 7 0 16 Jan 2019
On Deterministic Sampling Patterns for Robust Low-Rank Matrix Completion Morteza Ashraphijuo Vaneet Aggarwal Xiaodong Wang 27 19 0 05 Dec 2017
Nearly-optimal Robust Matrix Completion Yeshwanth Cherapanamjeri Kartik Gupta Prateek Jain 41 99 0 23 Jun 2016
Sub-Gaussian estimators of the mean of a random matrix with heavy-tailed entries Stanislav Minsker 32 103 0 23 May 2016