Concepedia

Yuxin Chen

YC

71

Publications

3.6K

Citations

30

H-Index

1998

Active since

Affiliations

Stanford University(Current)

Princeton University

Carnegie Mellon University

University of Pennsylvania

The Ohio State University

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

Top concepts

EngineeringData ScienceComputer ScienceMachine LearningInverse ProblemsStatistical InferenceStatisticsSignal ProcessingCompressive SensingArtificial Intelligence

Publications per year

1998–2024

71

Publications

71

Nonconvex Optimization Meets Low-Rank Matrix Factorization: An Overview

Yuejie Chi, Yue M. Lu, Yuxin Chen · IEEE Transactions on Signal Processing · 2019 · 373 citations · Full text

Tailored Initialization Step, Sparse Representation, Engineering +12

Implicit Regularization in Nonconvex Statistical Estimation: Gradient Descent Converges Linearly for Phase Retrieval, Matrix Completion, and Blind Deconvolution

Cong Ma, Kaizheng Wang, Yuejie Chi et al. · Foundations of Computational Mathematics · 2019 · 234 citations · Full text

Compressive Two-Dimensional Harmonic Retrieval via Atomic Norm Minimization

Yuejie Chi, Yuxin Chen · IEEE Transactions on Signal Processing · 2014 · 232 citations

Partial Time Samples, Engineering, Compressive Sensing +10

Exact and Stable Covariance Estimation From Quadratic Sampling via Convex Programming

Yuxin Chen, Yuejie Chi, Andrea Goldsmith · IEEE Transactions on Information Theory · 2015 · 209 citations

Mathematical Programming, Parameter Estimation, Engineering +18

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 · 2016 · 148 citations · Full text

Mathematical Programming, Numerical Analysis, Linear Systems +15

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