Concepedia

Yuejie Chi

YC

81

Publications

4.9K

Citations

33

H-Index

2009

Active since

Affiliations

Carnegie Mellon University(Current)

The Ohio State University

Princeton University

Stanford University

University of Pennsylvania

Yuejie Chi is an author at Carnegie Mellon University specializing in engineering, inverse problems, and signal processing.

Top concepts

EngineeringInverse ProblemsData ScienceSignal ProcessingComputer ScienceMachine LearningCompressive SensingStatisticsStatistical InferenceApproximation Theory

Publications per year

2009–2024

81

Publications

81

Sensitivity to Basis Mismatch in Compressed Sensing

Yuejie Chi, Louis L. Scharf, Ali Pezeshki et al. · IEEE Transactions on Signal Processing · 2011 · 899 citations

Radar, Spectral Theory, Array Processing +13

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

Off-the-Grid Line Spectrum Denoising and Estimation With Multiple Measurement Vectors

Yuan‐Xin Li, Yuejie Chi · IEEE Transactions on Signal Processing · 2015 · 289 citations

Engineering, Measurement, Spectrum Estimation +20

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

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