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Xiaodong Li
Xiaodong Li
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Robust principal component analysis?
EJ Candès, X Li, Y Ma, J Wright
Journal of the ACM (JACM) 58 (3), 1-37, 2011
76822011
Phase retrieval via Wirtinger flow: Theory and algorithms
EJ Candes, X Li, M Soltanolkotabi
IEEE Transactions on Information Theory 61 (4), 1985-2007, 2015
15152015
Phase Retrieval from Coded Diffraction Patterns
E Candes, X Li, M Soltanolkotabi
Applied and Computational Harmonic Analysis, 2014
4582014
Solving quadratic equations via PhaseLift when there are about as many equations as unknowns
EJ Candès, X Li
Foundations of Computational Mathematics 14, 1017-1026, 2014
3582014
Sparse signal recovery from quadratic measurements via convex programming
X Li, V Voroninski
SIAM Journal on Mathematical Analysis 45 (5), 3019-3033, 2013
2732013
Optimal rates of convergence for noisy sparse phase retrieval via thresholded Wirtinger flow
TT Cai, X Li, Z Ma
2502016
Rapid, robust, and reliable blind deconvolution via nonconvex optimization
X Li, S Ling, T Strohmer, K Wei
Applied and computational harmonic analysis 47 (3), 893-934, 2019
2292019
Compressed sensing and matrix completion with constant proportion of corruptions
X Li
Constructive Approximation 37, 73-99, 2013
1902013
Robust and computationally feasible community detection in the presence of arbitrary outlier nodes
TT Cai, X Li
1632015
Convexified modularity maximization for degree-corrected stochastic block models
Y Chen, X Li, J Xu
1262018
Convex relaxation methods for community detection
X Li, Y Chen, J Xu
682021
Nonconvex Rectangular Matrix Completion via Gradient Descent Without ₂, Regularization
J Chen, D Liu, X Li
IEEE Transactions on Information Theory 66 (9), 5806-5841, 2020
592020
When do birds of a feather flock together? k-Means, proximity, and conic programming
X Li, Y Li, S Ling, T Strohmer, K Wei
Mathematical Programming 179, 295-341, 2020
532020
Model-free nonconvex matrix completion: Local minima analysis and applications in memory-efficient kernel PCA
J Chen, X Li
Journal of Machine Learning Research 20 (142), 1-39, 2019
40*2019
Consistency of spectral clustering on hierarchical stochastic block models
L Lei, X Li, X Lou
arXiv preprint arXiv:2004.14531, 2020
222020
Subspace perspective on canonical correlation analysis: Dimension reduction and minimax rates
Z Ma, X Li
14*2020
Global testing against sparse alternatives in time-frequency analysis
TT Cai, YC Eldar, X Li
52016
Misspecification Analysis of High-Dimensional Random Effects Models for Estimation of Signal-to-Noise Ratios
X Hu, X Li
arXiv preprint arXiv:2202.06400, 2022
32022
Nonconvex matrix completion with linearly parameterized factors
J Chen, X Li, Z Ma
Journal of machine learning research 23 (207), 1-35, 2022
32022
Learning Linear Polytree Structural Equation Models
X Lou, Y Hu, X Li
arXiv preprint arXiv:2107.10955, 2021
32021
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