Yuejie Chi - Concepedia

Author

Yuejie Chi

Carnegie Mellon University ORCID

Also Known As

Al-Dhahir, Naofal, Chi, Yuejie, Huang, Yu, Yuejie Chi

254

Publications

5.3K

Citations

H-Index

130

Concepts

All Affiliations

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

About

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

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	29	61	4K
2	Medicine	3	3	81
3	Education	2	2	72
4	Health Sciences	1	1	17
5	Natural Sciences	1	1	98

Yuejie Chi

Publications

4.9K

Citations

H-Index

Page 1

	Year	Citations
Sensitivity to Basis Mismatch in Compressed Sensing Yuejie Chi, Louis L. Scharf, Ali Pezeshki, IEEE Transactions on Signal Processing RadarSpectral TheoryArray ProcessingSparse RepresentationEngineering	2011	899
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
Off-the-Grid Line Spectrum Denoising and Estimation With Multiple Measurement Vectors Yuan‐Xin Li, Yuejie Chi IEEE Transactions on Signal Processing EngineeringMeasurementSpectrum EstimationAtomic DecompositionSparse Imaging	2015	289
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
Harnessing Structures in Big Data via Guaranteed Low-Rank Matrix Estimation: Recent Theory and Fast Algorithms via Convex and Nonconvex Optimization Yudong Chen, Yuejie Chi IEEE Signal Processing Magazine EngineeringMachine LearningData ScienceData MiningMultilinear Subspace Learning	2018	151
Guaranteed Blind Sparse Spikes Deconvolution via Lifting and Convex Optimization Yuejie Chi IEEE Journal of Selected Topics in Signal Processing DeblurringStatistical Signal ProcessingSparse RepresentationImage AnalysisEngineering	2016	136
Sensitivity to basis mismatch in compressed sensing Yuejie Chi, Ali Pezeshki, Louis L. Scharf, Spectral TheoryParameter SpaceEngineeringSparse RepresentationCompressed Sensing	2010	128
PETRELS: Parallel Subspace Estimation and Tracking by Recursive Least Squares From Partial Observations Yuejie Chi, Yonina C. Eldar, Robert Calderbank IEEE Transactions on Signal Processing	2013	128

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