Yuxin Chen - Concepedia

Author

Yuxin Chen

Also Known As

Chen Yuxin, Chen, Yuxin, Poor, H. Vincent, Universiti Sains Malaysia, Yu-xin CHEN, YuXin Chen, Yuxin Chen, 東国大学(Seoul Campus)日本学科博士課程修了、音韻論

238

Publications

4.1K

Citations

H-Index

178

Concepts

All Affiliations

Stanford University Princeton University Carnegie Mellon University University of Pennsylvania The Ohio State University

About

Yuxin Chen is an author at Stanford University specializing in engineering, data science, and computer science.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	25	44	2.3K
2	Education	4	4	90
3	Business	3	3	171
4	Language Studies	3	3	80
5	Arts	1	1	15

Yuxin Chen

Publications

3.6K

Citations

H-Index

Page 1

	Year	Citations
Nonconvex Optimization Meets Low-Rank Matrix Factorization: An Overview Yuejie Chi, Yue M. Lu, Yuxin Chen IEEE Transactions on Signal Processing Tailored Initialization StepSparse RepresentationEngineeringMachine LearningData Science	2019	373
Implicit Regularization in Nonconvex Statistical Estimation: Gradient Descent Converges Linearly for Phase Retrieval, Matrix Completion, and Blind Deconvolution Cong Ma, Kaizheng Wang, Yuejie Chi, Foundations of Computational Mathematics	2019	234
Compressive Two-Dimensional Harmonic Retrieval via Atomic Norm Minimization Yuejie Chi, Yuxin Chen IEEE Transactions on Signal Processing Partial Time SamplesEngineeringCompressive SensingSpectral AnalysisSpectrum Estimation	2014	232
Exact and Stable Covariance Estimation From Quadratic Sampling via Convex Programming Yuxin Chen, Yuejie Chi, Andrea Goldsmith IEEE Transactions on Information Theory Mathematical ProgrammingParameter EstimationEngineeringAccurate Covariance EstimationCovariance Structure	2015	209
Solving Random Quadratic Systems of Equations Is Nearly as Easy as Solving Linear Systems Yuxin Chen, Emmanuel J. Candès Communications on Pure and Applied Mathematics Mathematical ProgrammingNumerical AnalysisLinear SystemsEngineeringStochastic Optimization	2016	148
Inference and uncertainty quantification for noisy matrix completion Yuxin Chen, Jianqing Fan, Cong Ma, Proceedings of the National Academy of Sciences	2019	126
Deterministic matrices matching the compressed sensing phase transitions of Gaussian random matrices Hatef Monajemi, Sina Jafarpour, Matan Gavish, Proceedings of the National Academy of Sciences	2012	98
Noisy Matrix Completion: Understanding Statistical Guarantees for Convex Relaxation via Nonconvex Optimization Yuxin Chen, Yuejie Chi, Jianqing Fan, SIAM Journal on Optimization	2020	93
Near-Optimal Joint Object Matching via Convex Relaxation Yuxin Chen, Leonidas Guibas, Qixing Huang arXiv (Cornell University) Multiple MatchesEngineeringMachine LearningGraph MatchingImage Analysis	2014	92
Solving Random Quadratic Systems of Equations Is Nearly as Easy as\n Solving Linear Systems Yuxin Chen, Emmanuel J. Candès arXiv (Cornell University)	2015	89

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