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1702.06980
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On Polynomial Time Methods for Exact Low Rank Tensor Completion
22 February 2017
Dong Xia
M. Yuan
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Papers citing
"On Polynomial Time Methods for Exact Low Rank Tensor Completion"
50 / 51 papers shown
Title
A Scalable Factorization Approach for High-Order Structured Tensor Recovery
Zhen Qin
Michael B. Wakin
Zhihui Zhu
15
0
0
19 Jun 2025
Fourier Low-rank and Sparse Tensor for Efficient Tensor Completion
Jingyang Li
Jiuqian Shang
Yang Chen
69
0
0
16 May 2025
Computational and Statistical Guarantees for Tensor-on-Tensor Regression with Tensor Train Decomposition
Zhen Qin
Zhihui Zhu
212
5
0
10 Jun 2024
Tensor Methods in High Dimensional Data Analysis: Opportunities and Challenges
Arnab Auddy
Dong Xia
Ming Yuan
AI4CE
98
3
0
28 May 2024
Causal Customer Churn Analysis with Low-rank Tensor Block Hazard Model
Chenyin Gao
Zhiming Zhang
Shu Yang
64
2
0
18 May 2024
Low-Tubal-Rank Tensor Recovery via Factorized Gradient Descent
Zhiyu Liu
Zhi Han
Yandong Tang
Xi-Le Zhao
Yao Wang
179
1
0
22 Jan 2024
Guaranteed Nonconvex Factorization Approach for Tensor Train Recovery
Zhen Qin
M. Wakin
Zhihui Zhu
87
6
0
05 Jan 2024
Sharp Analysis of Power Iteration for Tensor PCA
Yuchen Wu
Kangjie Zhou
165
1
0
02 Jan 2024
Provably Accelerating Ill-Conditioned Low-rank Estimation via Scaled Gradient Descent, Even with Overparameterization
Cong Ma
Xingyu Xu
Tian Tong
Yuejie Chi
51
11
0
09 Oct 2023
Provable Tensor Completion with Graph Information
Kaidong Wang
Yao Wang
Xiuwu Liao
Shaojie Tang
Can Yang
Deyu Meng
62
0
0
04 Oct 2023
Spectral gap-based deterministic tensor completion
K. Harris
Oscar López
A. Read
Yizhe Zhu
32
2
0
09 Jun 2023
A non-backtracking method for long matrix and tensor completion
Ludovic Stephan
Yizhe Zhu
163
7
0
04 Apr 2023
Transformed Low-Rank Parameterization Can Help Robust Generalization for Tensor Neural Networks
Andong Wang
Chong Li
Mingyuan Bai
Zhong Jin
Guoxu Zhou
Qianchuan Zhao
OOD
AAML
49
5
0
01 Mar 2023
Subspace Recovery from Heterogeneous Data with Non-isotropic Noise
John C. Duchi
Vitaly Feldman
Lunjia Hu
Kunal Talwar
FedML
66
12
0
24 Oct 2022
Consensus Knowledge Graph Learning via Multi-view Sparse Low Rank Block Model
Tianxi Cai
Dong Xia
Luwan Zhang
D. Zhou
52
1
0
28 Sep 2022
Fast and Provable Tensor Robust Principal Component Analysis via Scaled Gradient Descent
Harry Dong
Tian Tong
Cong Ma
Yuejie Chi
89
14
0
18 Jun 2022
Tensor-on-Tensor Regression: Riemannian Optimization, Over-parameterization, Statistical-computational Gap, and Their Interplay
Yuetian Luo
Anru R. Zhang
106
20
0
17 Jun 2022
Provable Tensor-Train Format Tensor Completion by Riemannian Optimization
Jian-Feng Cai
Jingyang Li
Dong Xia
78
28
0
27 Aug 2021
Tensor Principal Component Analysis in High Dimensional CP Models
Yuefeng Han
Cun-Hui Zhang
83
11
0
10 Aug 2021
Latent Space Model for Higher-order Networks and Generalized Tensor Decomposition
Zhongyuan Lyu
Dong Xia
Yuan Zhang
72
25
0
30 Jun 2021
Scaling and Scalability: Provable Nonconvex Low-Rank Tensor Estimation from Incomplete Measurements
Tian Tong
Cong Ma
Ashley Prater-Bennette
Erin E. Tripp
Yuejie Chi
112
33
0
29 Apr 2021
Low-rank Tensor Estimation via Riemannian Gauss-Newton: Statistical Optimality and Second-Order Convergence
Yuetian Luo
Anru R. Zhang
159
20
0
24 Apr 2021
Generalized Low-rank plus Sparse Tensor Estimation by Fast Riemannian Optimization
Jian-Feng Cai
Jingyang Li
Dong Xia
150
31
0
16 Mar 2021
Covariate-assisted Sparse Tensor Completion
Hilda S Ibriga
W. Sun
78
4
0
11 Mar 2021
Implicit Regularization in Tensor Factorization
Noam Razin
Asaf Maman
Nadav Cohen
75
49
0
19 Feb 2021
Inference for Low-rank Tensors -- No Need to Debias
Dong Xia
Anru R. Zhang
Yuchen Zhou
99
18
0
29 Dec 2020
Tensor Completion by Multi-Rank via Unitary Transformation
Guang-Jing Song
Michael K. Ng
Xiongjun Zhang
66
13
0
16 Dec 2020
Spectral Methods for Data Science: A Statistical Perspective
Yuxin Chen
Yuejie Chi
Jianqing Fan
Cong Ma
163
173
0
15 Dec 2020
Exact nuclear norm, completion and decomposition for random overcomplete tensors via degree-4 SOS
Bohdan Kivva
Aaron Potechin
53
11
0
18 Nov 2020
Tensor Completion via Tensor Networks with a Tucker Wrapper
Yunfeng Cai
P. Li
3DV
58
1
0
29 Oct 2020
A Sharp Blockwise Tensor Perturbation Bound for Orthogonal Iteration
Yuetian Luo
Garvesh Raskutti
M. Yuan
Anru R. Zhang
81
12
0
06 Aug 2020
Tensor Estimation with Nearly Linear Samples Given Weak Side Information
Chao Yu
153
1
0
01 Jul 2020
Uncertainty quantification for nonconvex tensor completion: Confidence intervals, heteroscedasticity and optimality
Changxiao Cai
H. Vincent Poor
Yuxin Chen
118
23
0
15 Jun 2020
Tensor Completion Made Practical
Allen Liu
Ankur Moitra
68
33
0
04 Jun 2020
Tensor Clustering with Planted Structures: Statistical Optimality and Computational Limits
Yuetian Luo
Anru R. Zhang
134
47
0
21 May 2020
Implicit Regularization in Deep Learning May Not Be Explainable by Norms
Noam Razin
Nadav Cohen
81
156
0
13 May 2020
An Optimal Statistical and Computational Framework for Generalized Tensor Estimation
Rungang Han
Rebecca Willett
Anru R. Zhang
119
71
0
26 Feb 2020
Partially Observed Dynamic Tensor Response Regression
Jie Zhou
W. Sun
Jingfei Zhang
Lexin Li
63
24
0
22 Feb 2020
Community Detection on Mixture Multi-layer Networks via Regularized Tensor Decomposition
Bing-Yi Jing
Ting Li
Zhongyuan Lyu
Dong Xia
88
69
0
10 Feb 2020
ISLET: Fast and Optimal Low-rank Tensor Regression via Importance Sketching
Anru R. Zhang
Yuetian Luo
Garvesh Raskutti
M. Yuan
221
45
0
09 Nov 2019
Deterministic tensor completion with hypergraph expanders
K. Harris
Yizhe Zhu
85
11
0
23 Oct 2019
Subspace Estimation from Unbalanced and Incomplete Data Matrices:
ℓ
2
,
∞
\ell_{2,\infty}
ℓ
2
,
∞
Statistical Guarantees
Changxiao Cai
Gen Li
Yuejie Chi
H. Vincent Poor
Yuxin Chen
102
13
0
09 Oct 2019
Statistical Inferences of Linear Forms for Noisy Matrix Completion
Dong Xia
M. Yuan
97
41
0
31 Aug 2019
Robust Max Entrywise Error Bounds for Tensor Estimation from Sparse Observations via Similarity Based Collaborative Filtering
Devavrat Shah
Chao Yu
57
0
0
03 Aug 2019
Factor Models for High-Dimensional Tensor Time Series
Rong Chen
Dan Yang
Cun-Hui Zhang
AI4TS
111
96
0
18 May 2019
Normal Approximation and Confidence Region of Singular Subspaces
Dong Xia
74
8
0
02 Jan 2019
Tensor Completion Algorithms in Big Data Analytics
Qingquan Song
Hancheng Ge
James Caverlee
Helen Zhou
100
230
0
28 Nov 2017
Statistically Optimal and Computationally Efficient Low Rank Tensor Completion from Noisy Entries
Dong Xia
M. Yuan
Cun-Hui Zhang
144
65
0
14 Nov 2017
Effective Tensor Sketching via Sparsification
Dong Xia
M. Yuan
156
6
0
31 Oct 2017
The Sup-norm Perturbation of HOSVD and Low Rank Tensor Denoising
Dong Xia
Fan Zhou
50
0
0
05 Jul 2017
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