Author pages are created from data sourced from our academic publisher partnerships and public sources.
- Publications
- Influence
Robust Spectral Compressed Sensing via Structured Matrix Completion
- Y. Chen, Yuejie Chi
- Computer Science, Mathematics
- IEEE Transactions on Information Theory
- 30 April 2013
TLDR
Exact and Stable Covariance Estimation From Quadratic Sampling via Convex Programming
- Y. Chen, Yuejie Chi, A. Goldsmith
- Mathematics, Computer Science
- IEEE Transactions on Information Theory
- 2 October 2013
TLDR
PETRELS: Parallel Subspace Estimation and Tracking by Recursive Least Squares From Partial Observations
- Yuejie Chi, Yonina C. Eldar, A. R. Calderbank
- Mathematics, Computer Science
- IEEE Transactions on Signal Processing
- 26 July 2012
TLDR
Off-the-Grid Line Spectrum Denoising and Estimation With Multiple Measurement Vectors
- Yuanxin Li, Yuejie Chi
- Computer Science, Mathematics
- IEEE Transactions on Signal Processing
- 10 August 2014
TLDR
Guaranteed Blind Sparse Spikes Deconvolution via Lifting and Convex Optimization
- Yuejie Chi
- Mathematics, Computer Science
- IEEE Journal of Selected Topics in Signal…
- 9 June 2015
TLDR
Nonconvex Optimization Meets Low-Rank Matrix Factorization: An Overview
- Yuejie Chi, Yue M. Lu, Y. Chen
- Computer Science, Engineering
- IEEE Transactions on Signal Processing
- 25 September 2018
TLDR
Compressive Two-Dimensional Harmonic Retrieval via Atomic Norm Minimization
- Yuejie Chi, Y. Chen
- Mathematics, Computer Science
- IEEE Transactions on Signal Processing
- 1 February 2015
TLDR
Implicit Regularization in Nonconvex Statistical Estimation: Gradient Descent Converges Linearly for Phase Retrieval, Matrix Completion, and Blind Deconvolution
- C. Ma, Kaizheng Wang, Yuejie Chi, Y. Chen
- Mathematics, Computer Science
- Found. Comput. Math.
- 28 November 2017
TLDR
Gradient descent with random initialization: fast global convergence for nonconvex phase retrieval
- Y. Chen, Yuejie Chi, Jianqing Fan, C. Ma
- Mathematics, Computer Science
- Math. Program.
- 21 March 2018
TLDR
Reshaped Wirtinger Flow and Incremental Algorithm for Solving Quadratic System of Equations
- Huishuai Zhang, Y. Zhou, Y. Liang, Yuejie Chi
- Mathematics
- 25 May 2016
We study the phase retrieval problem, which solves quadratic system of equations, i.e., recovers a vector $\boldsymbol{x}\in \mathbb{R}^n$ from its magnitude measurements $y_i=|\langle… Expand
- 40
- 10
- PDF