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Author ID: wei.ke Recent zbMATH articles by "Wei, Ke"
Published as: Wei, Ke
External Links: MGP

Publications by Year

Citations contained in zbMATH Open

21 Publications have been cited 269 times in 179 Documents Cited by Year
Guarantees of Riemannian optimization for low rank matrix recovery. Zbl 1347.65109
Wei, Ke; Cai, Jian-Feng; Chan, Tony F.; Leung, Shingyu
41
2016
Normalized iterative hard thresholding for matrix completion. Zbl 1282.65043
Tanner, Jared; Wei, Ke
32
2013
Low rank matrix completion by alternating steepest descent methods. Zbl 1336.65047
Tanner, Jared; Wei, Ke
31
2016
Solving systems of phaseless equations via Kaczmarz methods: a proof of concept study. Zbl 1332.65045
Wei, Ke
30
2015
Rapid, robust, and reliable blind deconvolution via nonconvex optimization. Zbl 1422.94013
Li, Xiaodong; Ling, Shuyang; Strohmer, Thomas; Wei, Ke
30
2019
CGIHT: conjugate gradient iterative hard thresholding for compressed sensing and matrix completion. Zbl 1380.94045
Blanchard, Jeffrey D.; Tanner, Jared; Wei, Ke
27
2015
Fast and provable algorithms for spectrally sparse signal reconstruction via low-rank Hankel matrix completion. Zbl 1442.94017
Cai, Jian-Feng; Wang, Tianming; Wei, Ke
16
2019
When do birds of a feather flock together? \(k\)-means, proximity, and conic programming. Zbl 1434.90123
Li, Xiaodong; Li, Yang; Ling, Shuyang; Strohmer, Thomas; Wei, Ke
10
2020
Spectral compressed sensing via projected gradient descent. Zbl 1447.94008
Cai, Jian-Feng; Wang, Tianming; Wei, Ke
9
2018
Conjugate gradient iterative hard thresholding: observed noise stability for compressed sensing. Zbl 1394.94083
Blanchard, Jeffrey D.; Tanner, Jared; Wei, Ke
9
2015
Toward the optimal construction of a loss function without spurious local minima for solving quadratic equations. Zbl 1448.65053
Li, Zhenzhen; Cai, Jian-Feng; Wei, Ke
8
2020
Accelerated alternating projections for robust principal component analysis. Zbl 1483.62098
Cai, Hanqin; Cai, Jian-Feng; Wei, Ke
7
2019
New region force for variational models in image segmentation and high dimensional data clustering. Zbl 1387.62080
Wei, Ke; Yin, Ke; Tai, Xue-Cheng; Chan, Tony F.
4
2018
Guarantees of Riemannian optimization for low rank matrix completion. Zbl 1439.65059
Wei, Ke; Cai, Jian-Feng; Chan, Tony F.; Leung, Shingyu
4
2020
Riemannian proximal gradient methods. Zbl 1492.90012
Huang, Wen; Wei, Ke
3
2022
Painless breakups – efficient demixing of low rank matrices. Zbl 1428.15017
Strohmer, Thomas; Wei, Ke
2
2019
An extension of fast iterative shrinkage-thresholding algorithm to Riemannian optimization for sparse principal component analysis. Zbl 07511590
Huang, Wen; Wei, Ke
2
2022
Image restoration: structured low rank matrix framework for piecewise smooth functions and beyond. Zbl 1484.65040
Cai, Jian-Feng; Choi, Jae Kyu; Li, Jingyang; Wei, Ke
1
2022
Data driven tight frame for compressed sensing MRI reconstruction via off-the-grid regularization. Zbl 1458.94017
Cai, Jian-Feng; Choi, Jae Kyu; Wei, Ke
1
2020
An inexact Riemannian proximal gradient method. Zbl 1517.90162
Huang, Wen; Wei, Ke
1
2023
Exact matrix completion based on low rank Hankel structure in the Fourier domain. Zbl 1472.15038
Chen, Jinchi; Gao, Weiguo; Wei, Ke
1
2021
An inexact Riemannian proximal gradient method. Zbl 1517.90162
Huang, Wen; Wei, Ke
1
2023
Riemannian proximal gradient methods. Zbl 1492.90012
Huang, Wen; Wei, Ke
3
2022
An extension of fast iterative shrinkage-thresholding algorithm to Riemannian optimization for sparse principal component analysis. Zbl 07511590
Huang, Wen; Wei, Ke
2
2022
Image restoration: structured low rank matrix framework for piecewise smooth functions and beyond. Zbl 1484.65040
Cai, Jian-Feng; Choi, Jae Kyu; Li, Jingyang; Wei, Ke
1
2022
Exact matrix completion based on low rank Hankel structure in the Fourier domain. Zbl 1472.15038
Chen, Jinchi; Gao, Weiguo; Wei, Ke
1
2021
When do birds of a feather flock together? \(k\)-means, proximity, and conic programming. Zbl 1434.90123
Li, Xiaodong; Li, Yang; Ling, Shuyang; Strohmer, Thomas; Wei, Ke
10
2020
Toward the optimal construction of a loss function without spurious local minima for solving quadratic equations. Zbl 1448.65053
Li, Zhenzhen; Cai, Jian-Feng; Wei, Ke
8
2020
Guarantees of Riemannian optimization for low rank matrix completion. Zbl 1439.65059
Wei, Ke; Cai, Jian-Feng; Chan, Tony F.; Leung, Shingyu
4
2020
Data driven tight frame for compressed sensing MRI reconstruction via off-the-grid regularization. Zbl 1458.94017
Cai, Jian-Feng; Choi, Jae Kyu; Wei, Ke
1
2020
Rapid, robust, and reliable blind deconvolution via nonconvex optimization. Zbl 1422.94013
Li, Xiaodong; Ling, Shuyang; Strohmer, Thomas; Wei, Ke
30
2019
Fast and provable algorithms for spectrally sparse signal reconstruction via low-rank Hankel matrix completion. Zbl 1442.94017
Cai, Jian-Feng; Wang, Tianming; Wei, Ke
16
2019
Accelerated alternating projections for robust principal component analysis. Zbl 1483.62098
Cai, Hanqin; Cai, Jian-Feng; Wei, Ke
7
2019
Painless breakups – efficient demixing of low rank matrices. Zbl 1428.15017
Strohmer, Thomas; Wei, Ke
2
2019
Spectral compressed sensing via projected gradient descent. Zbl 1447.94008
Cai, Jian-Feng; Wang, Tianming; Wei, Ke
9
2018
New region force for variational models in image segmentation and high dimensional data clustering. Zbl 1387.62080
Wei, Ke; Yin, Ke; Tai, Xue-Cheng; Chan, Tony F.
4
2018
Guarantees of Riemannian optimization for low rank matrix recovery. Zbl 1347.65109
Wei, Ke; Cai, Jian-Feng; Chan, Tony F.; Leung, Shingyu
41
2016
Low rank matrix completion by alternating steepest descent methods. Zbl 1336.65047
Tanner, Jared; Wei, Ke
31
2016
Solving systems of phaseless equations via Kaczmarz methods: a proof of concept study. Zbl 1332.65045
Wei, Ke
30
2015
CGIHT: conjugate gradient iterative hard thresholding for compressed sensing and matrix completion. Zbl 1380.94045
Blanchard, Jeffrey D.; Tanner, Jared; Wei, Ke
27
2015
Conjugate gradient iterative hard thresholding: observed noise stability for compressed sensing. Zbl 1394.94083
Blanchard, Jeffrey D.; Tanner, Jared; Wei, Ke
9
2015
Normalized iterative hard thresholding for matrix completion. Zbl 1282.65043
Tanner, Jared; Wei, Ke
32
2013
all top 5

Cited by 357 Authors

18 Cai, Jian-Feng
13 Wei, Ke
7 Wang, Yang
6 Chen, Yuxin
6 Wen, Ruiping
5 Chi, Yuejie
5 Fan, Jianqing
5 Huang, Meng
5 Li, Song
5 Ma, Cong
5 Needell, Deanna
5 Strohmer, Thomas
5 Zhao, Yunbin
4 Cai, Hanqin
4 Li, Dong
4 Li, Huiping
4 Tanner, Jared W.
4 Uschmajew, André
3 Chen, Yudong
3 Choi, Jae Kyu
3 Meng, Nan
3 Mitchell, John E.
3 Mondelli, Marco
3 Ng, Michael Kwok-Po
3 Rauhut, Holger
3 Sun, Zhongfeng
3 Tai, Xuecheng
3 Wang, Chuanlong
3 Wang, Tianming
3 Yan, Yuling
3 You, Juntao
3 Zeng, Tie Yong
2 Bachmayr, Markus
2 Blanchard, Jeffrey D.
2 Chan, Tony Fan-Cheong
2 Chen, Xiaohui
2 Duan, Yonghong
2 Eftekhari, Armin
2 Fannjiang, Albert C.
2 Grotheer, Rachel
2 Hamm, Keaton
2 Huang, Longxiu
2 Kang, Chuangang
2 Krahmer, Felix
2 Kyrillidis, Anastasios
2 Leung, Shingyu
2 Li, Ji
2 Li, Jingyang
2 Li, Shuang
2 Li, Shuzhen
2 Li, Xiaodong
2 Liang, Yingbin
2 Liu, Haixia
2 Lou, Yifei
2 Lu, Jian
2 Ma, Anna
2 Nadler, Boaz
2 Peng, Jigen
2 Qin, Jing
2 Qu, Qing
2 Sagan, April
2 Schneider, Reinhold
2 Shen, Lixin
2 Shen, Xin
2 Song, Guangjing
2 Sun, Qingqing
2 Vary, Simon
2 Venkataramanan, Ramji
2 Xia, Yu
2 Xiu, Naihua
2 Yang, Yun
2 Zhang, Huishuai
2 Zhou, Jinchuan
2 Zilber, Pini
1 Absil, Pierre-Antoine
1 Ahookhosh, Masoud
1 Augustin, Sven
1 Bahmani, Sohail
1 Balashov, Maxim Viktorovich
1 Balzano, Laura
1 Bangun, Arya
1 Bao, Chenglong
1 Bauch, Jonathan
1 Beck, Amir
1 Beckerleg, Melanie
1 Bendory, Tamir
1 Bian, Fengmiao
1 Boedihardjo, March T.
1 Boumal, Nicolas
1 Bui, Kevin V.
1 Burger, Martin
1 Cai, Yun
1 Caramanis, Constantine
1 Carlsson, Marcus
1 Cartis, Coralia
1 Cevher, Volkan
1 Chang, Huibin
1 Charisopoulos, Vasileios
1 Chen, Baozhou
1 Chen, Jein-Shan
...and 257 more Authors
all top 5

Cited in 63 Serials

14 Applied and Computational Harmonic Analysis
11 SIAM Journal on Imaging Sciences
8 Journal of Scientific Computing
7 Inverse Problems
7 SIAM Journal on Optimization
7 Foundations of Computational Mathematics
7 Journal of Machine Learning Research (JMLR)
6 Inverse Problems and Imaging
6 SIAM Journal on Mathematics of Data Science
5 Journal of Computational and Applied Mathematics
5 Linear Algebra and its Applications
4 The Annals of Statistics
4 The Journal of Fourier Analysis and Applications
4 Mathematical Problems in Engineering
3 Applied Mathematics and Computation
3 Information Sciences
3 SIAM Journal on Matrix Analysis and Applications
3 Journal of Global Optimization
3 Numerical Algorithms
3 Computational Optimization and Applications
3 SIAM Journal on Scientific Computing
3 Journal of Inequalities and Applications
3 Analysis and Applications (Singapore)
2 Computational Mathematics and Mathematical Physics
2 Mathematical Programming. Series A. Series B
2 Journal of Mathematical Imaging and Vision
2 Advances in Computational Mathematics
2 INFORMS Journal on Computing
2 Information and Inference
2 Journal of the Operations Research Society of China
2 Annals of Applied Mathematics
1 Computers & Mathematics with Applications
1 Journal of the Franklin Institute
1 Linear and Multilinear Algebra
1 Mathematics of Computation
1 Calcolo
1 Journal of the American Statistical Association
1 Journal of Optimization Theory and Applications
1 Mathematics of Operations Research
1 SIAM Journal on Numerical Analysis
1 Mathematica Numerica Sinica
1 Journal of Computational Mathematics
1 Statistical Science
1 Applied Mathematics Letters
1 Multidimensional Systems and Signal Processing
1 Machine Learning
1 European Journal of Operational Research
1 Applied Mathematics. Series B (English Edition)
1 Computational and Applied Mathematics
1 ETNA. Electronic Transactions on Numerical Analysis
1 Bernoulli
1 Acta Numerica
1 Journal of Statistical Mechanics: Theory and Experiment
1 Oberwolfach Reports
1 Applications and Applied Mathematics
1 Optimization Letters
1 Electronic Journal of Statistics
1 Mathematical Geosciences
1 Vestnik Samarskogo Gosudarstvennogo Tekhnicheskogo Universiteta. Seriya Fiziko-Matematicheskie Nauki
1 Algorithms
1 Mathematical Programming Computation
1 Numerical Algebra, Control and Optimization
1 Mathematical Statistics and Learning

Citations by Year