Xiaodong Li

发表

Robust principal component analysis?

Yi Ma, E. Candès, Xiaodong Li, 2009, JACM.

Phase Retrieval via Wirtinger Flow: Theory and Algorithms

Xiaodong Li, Emmanuel J. Candès, Mahdi Soltanolkotabi, 2014, IEEE Transactions on Information Theory.

Optimal Rates of Convergence for Noisy Sparse Phase Retrieval via Thresholded Wirtinger Flow pdf

Xiaodong Li, Zongming Ma, T. Tony Cai, 2015, ArXiv.

Solving Quadratic Equations via PhaseLift When There Are About as Many Equations as Unknowns

Xiaodong Li, Emmanuel J. Candès, E. Candès, 2012, Found. Comput. Math..

Phase Retrieval from Coded Diffraction Patterns

Xiaodong Li, Mahdi Soltanolkotabi, Emmanuel Candes, 2013, 1310.3240.

Dense error correction for low-rank matrices via Principal Component Pursuit

Xiaodong Li, Emmanuel J. Candès, John Wright, 2010, 2010 IEEE International Symposium on Information Theory.

Subspace perspective on canonical correlation analysis: Dimension reduction and minimax rates

Xiaodong Li, Zhuang Ma, 2016, Bernoulli.

Stable Principal Component Pursuit

Xiaodong Li, Zihan Zhou, Emmanuel J. Candès, 2010, 2010 IEEE International Symposium on Information Theory.

Robust principal component analysis?: Recovering low-rank matrices from sparse errors

Yi Ma, E. Candès, Xiaodong Li, 2010, 2010 IEEE Sensor Array and Multichannel Signal Processing Workshop.

M L ] 1 3 M ar 2 01 9 Nonconvex Rectangular Matrix Completion via Gradient Descent without l 2 , ∞ Regularization

Xiaodong Li, Ji Chen, Dekai Liu, 2019 .

Additional Key Words and Phrases: Principal components, robustness vis-a-vis outliers, nuclear-norm mini- mization, 1-norm minimization, duality, low-rank matrices, sparsity, video surveillance

Yi Ma, Xiaodong Li, John Wright, 2011 .

Global testing against sparse alternatives in time-frequency analysis

Yonina C. Eldar, Xiaodong Li, T. Cai, 2014, 1410.6966.

Phase Retrieval from masked Fourier transforms pdf

Xiaodong Li, Emmanuel J. Candès, Mahdi Soltanolkotabi, 2013, ArXiv.

Model-free Nonconvex Matrix Completion: Local Minima Analysis and Applications in Memory-efficient Kernel PCA

Xiaodong Li, Ji Chen, 2017, J. Mach. Learn. Res..

When do birds of a feather flock together? k-Means, proximity, and conic programming

Xiaodong Li, T. Strohmer, Shuyang Ling, 2018, Mathematical programming.

Compressed Sensing and Matrix Completion with Constant Proportion of Corruptions

Xiaodong Li, 2012, Constructive Approximation.

Consistency of Spectral Clustering on Hierarchical Stochastic Block Models

Xiaodong Li, Lihua Lei, Xingmei Lou, 2020, 2004.14531.

Convexified Modularity Maximization for Degree-corrected Stochastic Block Models pdf

Xiaodong Li, Yudong Chen, Jiaming Xu, 2015, The Annals of Statistics.

Convex Relaxation Methods for Community Detection pdf

Xiaodong Li, Yudong Chen, Jiaming Xu, 2018, Statistical Science.

Robust and Computationally Feasible Community Detection in the Presence of Arbitrary Outlier Nodes pdf

Xiaodong Li, T. Tony Cai, Xiaodong Li, 2014, ArXiv.

Rapid, Robust, and Reliable Blind Deconvolution via Nonconvex Optimization pdf

Xiaodong Li, Thomas Strohmer, Ke Wei, 2016, Applied and Computational Harmonic Analysis.

Nonconvex Rectangular Matrix Completion via Gradient Descent Without ℓ₂,∞ Regularization

Ji Chen, Xiaodong Li, Dekai Liu, 2020, IEEE Transactions on Information Theory.

Compressed Sensing and Matrix Completion with Constant Proportion of Corruptions

Xiaodong Li, Xiaodong Li, 2011, Constructive Approximation.

Finding Simplex Items in Data Streams

Xiaodong Li, Yikai Zhao, Tong Yang, 2023, 2023 IEEE 39th International Conference on Data Engineering (ICDE).

When do birds of a feather flock together? k-Means, proximity, and conic programming

Xiaodong Li, Yang Li, Thomas Strohmer, 2017, Mathematical Programming.

Sparse Signal Recovery from Quadratic Measurements via Convex Programming

Xiaodong Li, Vladislav Voroninski, Xiaodong Li, 2012, SIAM J. Math. Anal..

Nonconvex Matrix Completion with Linearly Parameterized Factors

Xiaodong Li, Zongming Ma, Ji Chen, 2020, J. Mach. Learn. Res..

Linear Polytree Structural Equation Models: Structural Learning and Inverse Correlation Estimation

Xiaodong Li, Xingmei Lou, Yu Hu, 2021, ArXiv.

Memory-efficient Kernel PCA via Partial Matrix Sampling and Nonconvex Optimization: a Model-free Analysis of Local Minima

Xiaodong Li, Ji Chen, 2017, ArXiv.

Learning Linear Polytree Structural Equation Models

Xiaodong Li, Xingmei Lou, Yu Hu, 2021, 2107.10955.

Improving the scalability of Gaussian-process error marginalization in gravitational-wave inference

Xiaodong Li, A. J. Chua, Miaoxin Liu, 2023, 2307.07233.