Xiaodong Li
Xiaodong Li
Verified email at ucdavis.edu - Homepage
Cited by
Cited by
Robust principal component analysis?
EJ Candès, X Li, Y Ma, J Wright
Journal of the ACM (JACM) 58 (3), 1-37, 2011
Phase retrieval via Wirtinger flow: Theory and algorithms
EJ Candes, X Li, M Soltanolkotabi
IEEE Transactions on Information Theory 61 (4), 1985-2007, 2015
Phase Retrieval from Coded Diffraction Patterns
E Candes, X Li, M Soltanolkotabi
Applied and Computational Harmonic Analysis, 2014
Solving quadratic equations via PhaseLift when there are about as many equations as unknowns
EJ Candès, X Li
Foundations of Computational Mathematics 14 (5), 1017-1026, 2014
Sparse signal recovery from quadratic measurements via convex programming
X Li, V Voroninski
SIAM Journal on Mathematical Analysis 45 (5), 3019-3033, 2013
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
Optimal rates of convergence for noisy sparse phase retrieval via thresholded Wirtinger flow
TT Cai, X Li, Z Ma
The Annals of Statistics 44 (5), 2221-2251, 2016
Compressed sensing and matrix completion with constant proportion of corruptions
X Li
Constructive Approximation 37 (1), 73-99, 2013
Robust and computationally feasible community detection in the presence of arbitrary outlier nodes
TT Cai, X Li
The Annals of Statistics 43 (3), 1027-1059, 2015
Convexified modularity maximization for degree-corrected stochastic block models
Y Chen, X Li, J Xu
The Annals of Statistics 46 (4), 1573-1602, 2018
Nonconvex rectangular matrix completion via gradient descent without ℓ2,∞ regularization
J Chen, D Liu, X Li
IEEE Transactions on Information Theory, 2020
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 (1-2), 295-341, 2020
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
Convex relaxation methods for community detection
X Li, Y Chen, J Xu
arXiv preprint arXiv:1810.00315, 2018
Subspace perspective on canonical correlation analysis: Dimension reduction and minimax rates
Z Ma, X Li
Bernoulli 26 (1), 432-470, 2020
Global testing against sparse alternatives in time-frequency analysis
TT Cai, YC Eldar, X Li
The Annals of Statistics 44 (4), 1438-1466, 2016
Consistency of Spectral Clustering on Hierarchical Stochastic Block Models
L Lei, X Li, X Lou
arXiv preprint arXiv:2004.14531, 2020
Nonconvex Matrix Completion with Linearly Parameterized Factors
J Chen, X Li, Z Ma
arXiv preprint arXiv:2003.13153, 2020
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