Yuejie Chi
Title
Cited by
Cited by
Year
Sensitivity to basis mismatch in compressed sensing
Y Chi, LL Scharf, A Pezeshki, AR Calderbank
Signal Processing, IEEE Transactions on 59 (5), 2182-2195, 2011
7172011
Robust spectral compressed sensing via structured matrix completion
Y Chen, Y Chi
Information Theory, IEEE Transactions on 60 (10), 6576-6601, 2014
211*2014
Exact and stable covariance estimation from quadratic sampling via convex programming
Y Chen, Y Chi, A Goldsmith
Information Theory, IEEE Transactions on 61 (7), 4034-4059, 2015
1582015
Off-the-grid line spectrum denoising and estimation with multiple measurement vectors
Y Li, Y Chi
IEEE Transactions on Signal Processing 64 (5), 1257-1269, 2016
1422016
Petrels: Parallel subspace estimation and tracking by recursive least squares from partial observations
Y Chi, YC Eldar, R Calderbank
Signal Processing, IEEE Transactions on 61 (23), 5947-5959, 2013
1172013
Compressive two-dimensional harmonic retrieval via atomic norm minimization
Y Chi, Y Chen
IEEE Transactions on Signal Processing 63 (4), 1030-1042, 2015
1132015
Implicit regularization in nonconvex statistical estimation: Gradient descent converges linearly for phase retrieval, matrix completion, and blind deconvolution
C Ma, K Wang, Y Chi, Y Chen
Foundations of Computational Mathematics, 1-182, 2018
111*2018
Guaranteed blind sparse spikes deconvolution via lifting and convex optimization
Y Chi
IEEE Journal of Selected Topics in Signal Processing 10 (4), 782-794, 2016
812016
Nonconvex optimization meets low-rank matrix factorization: An overview
Y Chi, YM Lu, Y Chen
IEEE Transactions on Signal Processing, 2019
772019
Provable non-convex phase retrieval with outliers: Median truncated wirtinger flow
H Zhang, Y Chi, Y Liang
International conference on machine learning, 1022-1031, 2016
752016
Gradient descent with random initialization: Fast global convergence for nonconvex phase retrieval
Y Chen, Y Chi, J Fan, C Ma
Mathematical Programming 176 (1-2), 5-37, 2019
692019
Classification and boosting with multiple collaborative representations
Y Chi, F Porikli
IEEE transactions on pattern analysis and machine intelligence 36 (8), 1519-1531, 2014
602014
Harnessing structures in big data via guaranteed low-rank matrix estimation: Recent theory and fast algorithms via convex and nonconvex optimization
Y Chen, Y Chi
IEEE Signal Processing Magazine 35 (4), 14-31, 2018
482018
Blind Deconvolution From Multiple Sparse Inputs
L Wang, Y Chi
IEEE Signal Processing Letters 23 (10), 1384-1388, 2016
412016
PETRELS: Subspace estimation and tracking from partial observations
Y Chi, YC Eldar, R Calderbank
2012 IEEE International Conference on Acoustics, Speech and Signal …, 2012
392012
Training signal design and tradeoffs for spectrally-efficient multi-user MIMO-OFDM systems
Y Chi, A Gomaa, N Al-Dhahir, AR Calderbank
Wireless Communications, IEEE Transactions on 10 (7), 2234-2245, 2011
38*2011
A nonconvex approach for phase retrieval: Reshaped wirtinger flow and incremental algorithms
H Zhang, Y Zhou, Y Liang, Y Chi
The Journal of Machine Learning Research 18 (1), 5164-5198, 2017
372017
Connecting the dots in multi-class classification: From nearest subspace to collaborative representation
Y Chi, F Porikli
2012 IEEE Conference on Computer Vision and Pattern Recognition, 3602-3609, 2012
332012
Analysis of Fisher information and the Cramér-Rao bound for nonlinear parameter estimation after compressed sensing
P Pakrooh, LL Scharf, A Pezeshki, Y Chi
2013 IEEE International Conference on Acoustics, Speech and Signal …, 2013
312013
Kaczmarz Method for Solving Quadratic Equations
Y Chi, YM Lu
IEEE Signal Processing Letters 23 (9), 1183 - 1187, 2016
302016
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Articles 1–20