×
Compute Distance To:
Author ID: chi.yuejie Recent zbMATH articles by "Chi, Yuejie"
Published as: Chi, Yuejie
Documents Indexed: 38 Publications since 2008
Co-Authors: 36 Co-Authors with 36 Joint Publications
1,602 Co-Co-Authors

Publications by Year

Citations contained in zbMATH Open

24 Publications have been cited 230 times in 152 Documents Cited by Year
Sensitivity to basis mismatch in compressed sensing. Zbl 1392.94144
Chi, Yuejie; Scharf, Louis L.; Pezeshki, Ali; Calderbank, A. Robert
38
2011
Nonconvex optimization meets low-rank matrix factorization: an overview. Zbl 07123429
Chi, Yuejie; Lu, Yue M.; Chen, Yuxin
36
2019
Exact and stable covariance estimation from quadratic sampling via convex programming. Zbl 1359.62181
Chen, Yuxin; Chi, Yuejie; Goldsmith, Andrea J.
23
2015
Robust spectral compressed sensing via structured matrix completion. Zbl 1360.94064
Chen, Yuxin; Chi, Yuejie
23
2014
Implicit regularization in nonconvex statistical estimation: gradient descent converges linearly for phase retrieval, matrix completion, and blind deconvolution. Zbl 1445.90089
Ma, Cong; Wang, Kaizheng; Chi, Yuejie; Chen, Yuxin
20
2020
Gradient descent with random initialization: fast global convergence for nonconvex phase retrieval. Zbl 1415.90086
Chen, Yuxin; Chi, Yuejie; Fan, Jianqing; Ma, Cong
20
2019
A nonconvex approach for phase retrieval: reshaped Wirtinger flow and incremental algorithms. Zbl 1440.94020
Zhang, Huishuai; Liang, Yingbin; Chi, Yuejie
11
2017
Noisy matrix completion: understanding statistical guarantees for convex relaxation via nonconvex optimization. Zbl 1477.90060
Chen, Yuxin; Chi, Yuejie; Fan, Jianqing; Ma, Cong; Yan, Yuling
11
2020
Off-the-grid line spectrum denoising and estimation with multiple measurement vectors. Zbl 1412.94058
Li, Yuanxin; Chi, Yuejie
8
2016
Compressive two-dimensional harmonic retrieval via atomic norm minimization. Zbl 1394.94126
Chi, Yuejie; Chen, Yuxin
6
2015
Low-rank positive semidefinite matrix recovery from corrupted rank-one measurements. Zbl 1414.94385
Li, Yuanxin; Sun, Yue; Chi, Yuejie
5
2017
Median-truncated nonconvex approach for phase retrieval with outliers. Zbl 1431.94028
Zhang, Huishuai; Chi, Yuejie; Liang, Yingbin
5
2018
Communication-efficient distributed optimization in networks with gradient tracking and variance reduction. Zbl 07307473
Li, Boyue; Cen, Shicong; Chen, Yuxin; Chi, Yuejie
4
2020
Nonconvex matrix factorization from rank-one measurements. Zbl 1473.65050
Li, Yuanxin; Ma, Cong; Chen, Yuxin; Chi, Yuejie
4
2021
Non-convex low-rank matrix recovery with arbitrary outliers via median-truncated gradient descent. Zbl 1471.62376
Li, Yuanxin; Chi, Yuejie; Zhang, Huishuai; Liang, Yingbin
3
2020
Inverse radiation problem of temperature field in three-dimensional rectangular enclosure containing inhomogeneous, anisotropically scattering media. Zbl 1148.80370
Liu, D.; Wang, F.; Yan, J. H.; Huang, Q. X.; Chi, Y.; Cen, K. F.
3
2008
Subspace estimation from unbalanced and incomplete data matrices: \({\ell_{2,\infty}}\) statistical guarantees. Zbl 1471.62371
Cai, Changxiao; Li, Gen; Chi, Yuejie; Poor, H. Vincent; Chen, Yuxin
2
2021
On the stable resolution limit of total variation regularization for spike deconvolution. Zbl 1453.94025
Da Costa, Maxime Ferreira; Chi, Yuejie
2
2020
Analytical convergence regions of accelerated gradient descent in nonconvex optimization under regularity condition. Zbl 1440.93071
Xiong, Huaqing; Chi, Yuejie; Hu, Bin; Zhang, Wei
1
2020
Median-truncated gradient descent: a robust and scalable nonconvex approach for signal estimation. Zbl 1450.94011
Chi, Yuejie; Li, Yuanxin; Zhang, Huishuai; Liang, Yingbin
1
2019
Accelerating ill-conditioned low-rank matrix estimation via scaled gradient descent. Zbl 07415093
Tong, Tian; Ma, Cong; Chi, Yuejie
1
2021
Inverse radiation analysis of simultaneous estimation of temperature field and radiative properties in a two-dimensional participating medium. Zbl 1197.80042
Liu, D.; Yan, J. H.; Wang, F.; Huang, Q. X.; Chi, Y.; Cen, K. F.
1
2010
Stable separation and super-resolution of mixture models. Zbl 1442.94013
Li, Yuanxin; Chi, Yuejie
1
2019
PETRELS: parallel subspace estimation and tracking by recursive least squares from partial observations. Zbl 1394.94127
Chi, Yuejie; Eldar, Yonina C.; Calderbank, Robert
1
2013
Nonconvex matrix factorization from rank-one measurements. Zbl 1473.65050
Li, Yuanxin; Ma, Cong; Chen, Yuxin; Chi, Yuejie
4
2021
Subspace estimation from unbalanced and incomplete data matrices: \({\ell_{2,\infty}}\) statistical guarantees. Zbl 1471.62371
Cai, Changxiao; Li, Gen; Chi, Yuejie; Poor, H. Vincent; Chen, Yuxin
2
2021
Accelerating ill-conditioned low-rank matrix estimation via scaled gradient descent. Zbl 07415093
Tong, Tian; Ma, Cong; Chi, Yuejie
1
2021
Implicit regularization in nonconvex statistical estimation: gradient descent converges linearly for phase retrieval, matrix completion, and blind deconvolution. Zbl 1445.90089
Ma, Cong; Wang, Kaizheng; Chi, Yuejie; Chen, Yuxin
20
2020
Noisy matrix completion: understanding statistical guarantees for convex relaxation via nonconvex optimization. Zbl 1477.90060
Chen, Yuxin; Chi, Yuejie; Fan, Jianqing; Ma, Cong; Yan, Yuling
11
2020
Communication-efficient distributed optimization in networks with gradient tracking and variance reduction. Zbl 07307473
Li, Boyue; Cen, Shicong; Chen, Yuxin; Chi, Yuejie
4
2020
Non-convex low-rank matrix recovery with arbitrary outliers via median-truncated gradient descent. Zbl 1471.62376
Li, Yuanxin; Chi, Yuejie; Zhang, Huishuai; Liang, Yingbin
3
2020
On the stable resolution limit of total variation regularization for spike deconvolution. Zbl 1453.94025
Da Costa, Maxime Ferreira; Chi, Yuejie
2
2020
Analytical convergence regions of accelerated gradient descent in nonconvex optimization under regularity condition. Zbl 1440.93071
Xiong, Huaqing; Chi, Yuejie; Hu, Bin; Zhang, Wei
1
2020
Nonconvex optimization meets low-rank matrix factorization: an overview. Zbl 07123429
Chi, Yuejie; Lu, Yue M.; Chen, Yuxin
36
2019
Gradient descent with random initialization: fast global convergence for nonconvex phase retrieval. Zbl 1415.90086
Chen, Yuxin; Chi, Yuejie; Fan, Jianqing; Ma, Cong
20
2019
Median-truncated gradient descent: a robust and scalable nonconvex approach for signal estimation. Zbl 1450.94011
Chi, Yuejie; Li, Yuanxin; Zhang, Huishuai; Liang, Yingbin
1
2019
Stable separation and super-resolution of mixture models. Zbl 1442.94013
Li, Yuanxin; Chi, Yuejie
1
2019
Median-truncated nonconvex approach for phase retrieval with outliers. Zbl 1431.94028
Zhang, Huishuai; Chi, Yuejie; Liang, Yingbin
5
2018
A nonconvex approach for phase retrieval: reshaped Wirtinger flow and incremental algorithms. Zbl 1440.94020
Zhang, Huishuai; Liang, Yingbin; Chi, Yuejie
11
2017
Low-rank positive semidefinite matrix recovery from corrupted rank-one measurements. Zbl 1414.94385
Li, Yuanxin; Sun, Yue; Chi, Yuejie
5
2017
Off-the-grid line spectrum denoising and estimation with multiple measurement vectors. Zbl 1412.94058
Li, Yuanxin; Chi, Yuejie
8
2016
Exact and stable covariance estimation from quadratic sampling via convex programming. Zbl 1359.62181
Chen, Yuxin; Chi, Yuejie; Goldsmith, Andrea J.
23
2015
Compressive two-dimensional harmonic retrieval via atomic norm minimization. Zbl 1394.94126
Chi, Yuejie; Chen, Yuxin
6
2015
Robust spectral compressed sensing via structured matrix completion. Zbl 1360.94064
Chen, Yuxin; Chi, Yuejie
23
2014
PETRELS: parallel subspace estimation and tracking by recursive least squares from partial observations. Zbl 1394.94127
Chi, Yuejie; Eldar, Yonina C.; Calderbank, Robert
1
2013
Sensitivity to basis mismatch in compressed sensing. Zbl 1392.94144
Chi, Yuejie; Scharf, Louis L.; Pezeshki, Ali; Calderbank, A. Robert
38
2011
Inverse radiation analysis of simultaneous estimation of temperature field and radiative properties in a two-dimensional participating medium. Zbl 1197.80042
Liu, D.; Yan, J. H.; Wang, F.; Huang, Q. X.; Chi, Y.; Cen, K. F.
1
2010
Inverse radiation problem of temperature field in three-dimensional rectangular enclosure containing inhomogeneous, anisotropically scattering media. Zbl 1148.80370
Liu, D.; Wang, F.; Yan, J. H.; Huang, Q. X.; Chi, Y.; Cen, K. F.
3
2008
all top 5

Cited by 324 Authors

10 Chi, Yuejie
9 Chen, Yuxin
8 Fan, Jianqing
7 Cai, Jian-Feng
7 Ma, Cong
6 Wei, Ke
3 Adcock, Ben
3 Davis, Damek
3 Drusvyatskiy, Dmitriy
3 Fornasier, Massimo
3 Hansen, Anders C.
3 Liao, Wenjing
3 Ling, Shuyang
3 Pan, Shaohua
3 Rauhut, Holger
3 Strohmer, Thomas
3 Wang, Kaizheng
3 Wang, Tianming
3 Wen, Ruiping
2 Antun, Vegard
2 Bahmani, Sohail
2 Bala Abubakar, Auwal
2 Bi, Shujun
2 Cai, Changxiao
2 Candès, Emmanuel J.
2 Charisopoulos, Vasileios
2 Chen, Wengu
2 Choi, Jae Kyu
2 Daneshmand, Amir
2 Ding, Lijun
2 Han, Chongzhao
2 Huang, Hui
2 Ibrahim, Abdulkarim Hassan
2 Jung, Peter
2 Krahmer, Felix
2 Kueng, Richard
2 Li, Gen
2 Li, Shuzhen
2 Li, Song
2 Li, Xiao
2 Li, Yuanxin
2 Lian, Feng
2 Liu, Hongqing
2 Liu, Jing
2 Liu, Ping
2 Nadler, Boaz
2 Needell, Deanna
2 Pareschi, Lorenzo
2 Poon, Clarice
2 Poor, Harold Vincent
2 Qu, Qing
2 Scutari, Gesualdo
2 Sojoudi, Somayeh
2 Sünnen, Philippe
2 Terstiege, Ulrich
2 Tyagi, Hemant
2 Xia, Dong
2 Yan, Yuling
2 Yao, Xianghua
2 Yazici, Birsen
2 Yonel, Bariscan
2 Zhang, Anru R.
2 Zhong, Yiqiao
2 Zhu, Zhihui
2 Zilber, Pini
1 Abbe, Emmanuel
1 Absil, Pierre-Antoine
1 Ahrens, Robin
1 Alaifari, Rima
1 Aremu, Kazeem Olalekan
1 Aujol, Jean-François
1 Bach, Francis R.
1 Balasubramanian, Krishnakumar
1 Bambos, Nicholas
1 Baraniuk, Richard G.
1 Bauch, Jonathan
1 Beinert, Robert
1 Bendory, Tamir
1 Benson, Austin R.
1 Bhattacharya, Anirban
1 Borcea, Liliana
1 Boyd, Stephen Poythress
1 Bujanović, Zvonimir
1 Cai, Tony Tony
1 Cao, Feilong
1 Cevher, Volkan
1 Chen, Jinchi
1 Chen, Xiaojun
1 Chen, Yudong
1 Cheng, Chen
1 Chong, Edwin Kah Pin
1 Chrétien, Stéphane
1 Condat, Laurent
1 Cui, Ying
1 Cuyt, Annie A. M.
1 Damle, Anil
1 Davtyan, Arman
1 De Sa, Christopher
1 Dekel, Shai
1 Deng, Hongyao
...and 224 more Authors
all top 5

Cited in 58 Serials

17 Applied and Computational Harmonic Analysis
13 SIAM Journal on Optimization
10 The Annals of Statistics
8 SIAM Journal on Imaging Sciences
7 SIAM Journal on Mathematics of Data Science
5 The Journal of Fourier Analysis and Applications
5 Journal of Machine Learning Research (JMLR)
4 Inverse Problems
4 Multidimensional Systems and Signal Processing
4 Linear Algebra and its Applications
4 Mathematical Programming. Series A. Series B
4 Mathematical Problems in Engineering
4 Foundations of Computational Mathematics
3 SIAM Journal on Matrix Analysis and Applications
2 Journal of the Franklin Institute
2 Applied Mathematics and Computation
2 Automatica
2 Circuits, Systems, and Signal Processing
2 SIAM Journal on Scientific Computing
2 Journal of Inequalities and Applications
2 Journal of Applied Mathematics
2 Electronic Journal of Statistics
2 Information and Inference
1 Computers & Mathematics with Applications
1 Communications on Pure and Applied Mathematics
1 Journal of Mathematical Analysis and Applications
1 Information Sciences
1 Journal of the American Statistical Association
1 Journal of Approximation Theory
1 Journal of Optimization Theory and Applications
1 Mathematics of Operations Research
1 Operations Research
1 SIAM Journal on Numerical Analysis
1 Constructive Approximation
1 Statistical Science
1 Journal of Scientific Computing
1 Japan Journal of Industrial and Applied Mathematics
1 IEEE Transactions on Signal Processing
1 Journal of Global Optimization
1 M\(^3\)AS. Mathematical Models & Methods in Applied Sciences
1 Computational Optimization and Applications
1 ETNA. Electronic Transactions on Numerical Analysis
1 Advances in Computational Mathematics
1 Analysis and Applications (Singapore)
1 International Journal of Wavelets, Multiresolution and Information Processing
1 Mathematical Biosciences and Engineering
1 Inverse Problems in Science and Engineering
1 Optimization Letters
1 Set-Valued and Variational Analysis
1 Mathematical Programming Computation
1 Sankhyā. Series A
1 Statistics and Computing
1 Forum of Mathematics, Sigma
1 Journal of the Operations Research Society of China
1 Journal of Mathematics
1 SIAM Journal on Applied Algebra and Geometry
1 Mathematical Statistics and Learning
1 Sampling Theory, Signal Processing, and Data Analysis

Citations by Year