Matrix Completion via Max-Norm Constrained Optimization

2 March 2013

T. Tony Cai

Papers citing "Matrix Completion via Max-Norm Constrained Optimization"

50 / 50 papers shown

Title
Computational Efficient Informative Nonignorable Matrix Completion: A Row- and Column-Wise Matrix U-Statistic Pseudo-Likelihood Approach Yuanhong A Guoyu Zhang Yongcheng Zeng Bo Zhang 40 0 0 05 Apr 2025
Pairwise Comparisons without Stochastic Transitivity: Model, Theory and Applications Sze Ming Lee Yunxiao Chen 44 0 0 13 Jan 2025
Distributional Matrix Completion via Nearest Neighbors in the Wasserstein Space Jacob Feitelberg Kyuseong Choi Anish Agarwal Raaz Dwivedi OffRL 21 0 0 17 Oct 2024
When big data actually are low-rank, or entrywise approximation of certain function-generated matrices Stanislav Budzinskiy 75 2 0 03 Jul 2024
Statistical Inference For Noisy Matrix Completion Incorporating Auxiliary Information Shujie Ma Po-Yao Niu Yichong Zhang Yinchu Zhu 22 4 0 22 Mar 2024
Entry-Specific Bounds for Low-Rank Matrix Completion under Highly Non-Uniform Sampling Xumei Xi Chao Yu Yudong Chen 41 1 0 29 Feb 2024
An Admissible Shift-Consistent Method for Recommender Systems Tung D. Nguyen J. Uhlmann 20 3 0 17 Jul 2023
Deep Clustering with Incomplete Noisy Pairwise Annotations: A Geometric Regularization Approach Tri Nguyen Shahana Ibrahim Xiao Fu 30 6 0 30 May 2023
Generalization Bounds for Inductive Matrix Completion in Low-noise Settings Antoine Ledent Rodrigo Alves Yunwen Lei Y. Guermeur Marius Kloft 25 3 0 16 Dec 2022
A Generalized Latent Factor Model Approach to Mixed-data Matrix Completion with Entrywise Consistency Yunxiao Chen Xiaoou Li 29 0 0 17 Nov 2022
Sketching low-rank matrices with a shared column space by convex programming R. S. Srinivasa Seonho Kim Kiryung Lee 28 1 0 13 Oct 2022
Tensor Completion with Provable Consistency and Fairness Guarantees for Recommender Systems Tung D. Nguyen J. Uhlmann 60 9 0 04 Apr 2022
Approximately low-rank recovery from noisy and local measurements by convex program Kiryung Lee R. S. Srinivasa Marius Junge Justin Romberg 16 1 0 28 Oct 2021
Causal Matrix Completion Anish Agarwal M. Dahleh Devavrat Shah Dennis Shen CML 48 51 0 30 Sep 2021
Matrix Completion with Model-free Weighting Jiayi Wang R. K. Wong Xiaojun Mao Kwun Chuen Gary Chan 34 5 0 09 Jun 2021
Multi-source Learning via Completion of Block-wise Overlapping Noisy Matrices D. Zhou Tianxi Cai Junwei Lu 66 9 0 21 May 2021
On the Optimality of Nuclear-norm-based Matrix Completion for Problems with Smooth Non-linear Structure Yunhua Xiang Tianyu Zhang Xu Wang Ali Shojaie N. Simon 21 1 0 05 May 2021
Outlier-robust sparse/low-rank least-squares regression and robust matrix completion Philip Thompson 21 9 0 12 Dec 2020
Adversarial Robust Low Rank Matrix Estimation: Compressed Sensing and Matrix Completion Takeyuki Sasai Hironori Fujisawa 25 0 0 25 Oct 2020
Median Matrix Completion: from Embarrassment to Optimality Weidong Liu Xiaojun Mao Raymond K. W. Wong 18 2 0 18 Jun 2020
Robust Matrix Completion with Mixed Data Types Daqian Sun M. Wells 21 0 0 25 May 2020
Weighted matrix completion from non-random, non-uniform sampling patterns S. Foucart Deanna Needell Reese Pathak Y. Plan Mary Wootters 22 27 0 30 Oct 2019
Missing Not at Random in Matrix Completion: The Effectiveness of Estimating Missingness Probabilities Under a Low Nuclear Norm Assumption Wei-Ying Ma George H. Chen 23 49 0 28 Oct 2019
Deterministic tensor completion with hypergraph expanders K. Harris Yizhe Zhu 36 11 0 23 Oct 2019
Statistical Inferences of Linear Forms for Noisy Matrix Completion Dong Xia M. Yuan 42 41 0 31 Aug 2019
Binary matrix completion with nonconvex regularizers Chunsheng Liu 19 1 0 08 Apr 2019
Noisy Matrix Completion: Understanding Statistical Guarantees for Convex Relaxation via Nonconvex Optimization Yuxin Chen Yuejie Chi Jianqing Fan Cong Ma Yuling Yan 20 128 0 20 Feb 2019
Matrix Completion under Low-Rank Missing Mechanism Xiaojun Mao Raymond K. W. Wong Songxi Chen 25 15 0 19 Dec 2018
Collective Matrix Completion Mokhtar Z. Alaya Olga Klopp 13 11 0 24 Jul 2018
Learning tensors from partial binary measurements Navid Ghadermarzy Y. Plan Özgür Yilmaz MQ 17 35 0 31 Mar 2018
Binary Matrix Completion Using Unobserved Entries M. Hayashi Tomoya Sakai Masashi Sugiyama 26 1 0 13 Mar 2018
Near-optimal sample complexity for convex tensor completion Navid Ghadermarzy Y. Plan Özgür Yilmaz 22 32 0 14 Nov 2017
Structured Matrix Estimation and Completion Olga Klopp Yu Lu Alexandre B. Tsybakov Harrison H. Zhou 37 20 0 07 Jul 2017
Constructing confidence sets for the matrix completion problem Alexandra Carpentier Olga Klopp Matthias Loffler 26 6 0 10 Apr 2017
Cross: Efficient Low-rank Tensor Completion Anru R. Zhang 30 54 0 03 Nov 2016
Max-Norm Optimization for Robust Matrix Recovery Ethan X. Fang Han Liu Kim-Chuan Toh Wen-Xin Zhou 24 34 0 24 Sep 2016
Regularization and the small-ball method II: complexity dependent error rates Guillaume Lecué S. Mendelson 24 38 0 27 Aug 2016
Adaptive confidence sets for matrix completion Alexandra Carpentier Olga Klopp Matthias Loffler Richard Nickl 35 27 0 17 Aug 2016
Minimax Lower Bounds for Noisy Matrix Completion Under Sparse Factor Models Abhinav V. Sambasivan Jarvis Haupt 21 10 0 02 Oct 2015
Towards Faster Rates and Oracle Property for Low-Rank Matrix Estimation Huan Gui Quanquan Gu 30 28 0 18 May 2015
Structured Matrix Completion with Applications to Genomic Data Integration Tianxi Cai T. Tony Cai Anru R. Zhang 32 74 0 08 Apr 2015
Low Rank Matrix Completion with Exponential Family Noise Jean Lafond 40 44 0 24 Feb 2015
Matrix completion by singular value thresholding: sharp bounds Olga Klopp 44 40 0 31 Jan 2015
Robust Matrix Completion Olga Klopp Karim Lounici Alexandre B. Tsybakov 29 124 0 28 Dec 2014
Probabilistic low-rank matrix completion on finite alphabets Jean Lafond Olga Klopp Eric Moulines Joseph Salmon 44 38 0 08 Dec 2014
Adaptive Multinomial Matrix Completion Olga Klopp Jean Lafond Eric Moulines Joseph Salmon 47 40 0 26 Aug 2014
Geometric Inference for General High-Dimensional Linear Inverse Problems T. Tony Cai Tengyuan Liang Alexander Rakhlin 54 27 0 17 Apr 2014
Identifying Influential Entries in a Matrix Abhisek Kundu S. Nambirajan P. Drineas 43 2 0 14 Oct 2013
A Max-Norm Constrained Minimization Approach to 1-Bit Matrix Completion Tony Cai Wen-Xin Zhou 40 131 0 24 Sep 2013
Learning subgaussian classes : Upper and minimax bounds Guillaume Lecué S. Mendelson 40 86 0 21 May 2013