Yuejie Chi
Titel
Zitiert von
Zitiert von
Jahr
Sensitivity to basis mismatch in compressed sensing
Y Chi, LL Scharf, A Pezeshki, AR Calderbank
IEEE Transactions on Signal Processing 59 (5), 2182-2195, 2011
8482011
Robust spectral compressed sensing via structured matrix completion
Y Chen, Y Chi
IEEE Transactions on Information Theory 60, 6576-6601, 2014
269*2014
Nonconvex optimization meets low-rank matrix factorization: An overview
Y Chi, YM Lu, Y Chen
IEEE Transactions on Signal Processing 67 (20), 5239-5269, 2019
2392019
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 20, 451-632, 2018
230*2018
Exact and stable covariance estimation from quadratic sampling via convex programming
Y Chen, Y Chi, AJ Goldsmith
IEEE Transactions on Information Theory 61 (7), 4034-4059, 2015
2002015
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, 2015
1952015
Gradient descent with random initialization: Fast global convergence for nonconvex phase retrieval
Y Chen, Y Chi, J Fan, C Ma
Mathematical Programming 176 (1), 5-37, 2019
1602019
Compressive two-dimensional harmonic retrieval via atomic norm minimization
Y Chi, Y Chen
IEEE Transactions on Signal Processing 63 (4), 1030-1042, 2014
1542014
Petrels: Parallel subspace estimation and tracking by recursive least squares from partial observations
Y Chi, YC Eldar, R Calderbank
IEEE Transactions on Signal Processing 61 (23), 5947-5959, 2013
1442013
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
1082016
A nonconvex approach for phase retrieval: Reshaped Wirtinger flow and incremental algorithms
H Zhang, Y Zhou, Y Liang, Y Chi
Journal of Machine Learning Research 18, 1-35, 2017
107*2017
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
1052018
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
962016
Classification and boosting with multiple collaborative representations
Y Chi, F Porikli
IEEE Transactions on Pattern Analysis and Machine Intelligence 36 (8), 1519-1531, 2013
752013
Noisy matrix completion: Understanding statistical guarantees for convex relaxation via nonconvex optimization
Y Chen, Y Chi, J Fan, C Ma, Y Yan
SIAM Journal on Optimization 30 (4), 3098-3121, 2020
71*2020
Streaming PCA and subspace tracking: The missing data case
L Balzano, Y Chi, YM Lu
Proceedings of the IEEE 106 (8), 1293-1310, 2018
552018
Blind deconvolution from multiple sparse inputs
L Wang, Y Chi
IEEE Signal Processing Letters 23 (10), 1384-1388, 2016
552016
Harnessing sparsity over the continuum: Atomic norm minimization for superresolution
Y Chi, MF Da Costa
IEEE Signal Processing Magazine 37 (2), 39-57, 2020
532020
Fast global convergence of natural policy gradient methods with entropy regularization
S Cen, C Cheng, Y Chen, Y Wei, Y Chi
accepted to Operations Research; arXiv preprint arXiv:2007.06558, 2020
472020
Communication-efficient distributed optimization in networks with gradient tracking and variance reduction
B Li, S Cen, Y Chen, Y Chi
Journal of Machine Learning Research 21, 1-51, 2020
42*2020
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