Yuxin Chen
Yuxin Chen
Assistant Professor of Electrical Engineering, Princeton University
Dirección de correo verificada de princeton.edu - Página principal
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Solving random quadratic systems of equations is nearly as easy as solving linear systems
Y Chen, EJ Candès
Communications on pure and applied mathematics 70 (5), 822-883, 2017
4102017
Robust spectral compressed sensing via structured matrix completion
Y Chen, Y Chi
IEEE Transactions on Information Theory 60 (10), 6576-6601, 2014
232*2014
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
1762015
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 (3), 451-632, 2020
152*2020
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
1312019
Compressive two-dimensional harmonic retrieval via atomic norm minimization
Y Chi, Y Chen
IEEE Transactions on Signal Processing 63 (4), 1030-1042, 2014
1252014
Near-optimal joint object matching via convex relaxation
Y Chen, LJ Guibas, QX Huang
International Conference on Machine Learning, 2014
1032014
Spectral mle: Top-k rank aggregation from pairwise comparisons
Y Chen, C Suh
International Conference on Machine Learning, 371-380, 2015
1002015
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
992019
Deterministic matrices matching the compressed sensing phase transitions of Gaussian random matrices
H Monajemi, S Jafarpour, M Gavish, DL Donoho, SCME Collaboration
Proceedings of the National Academy of Sciences 110 (4), 1181-1186, 2013
942013
The projected power method: An efficient algorithm for joint alignment from pairwise differences
Y Chen, EJ Candès
Communications on Pure and Applied Mathematics 71 (8), 1648-1714, 2018
642018
The likelihood ratio test in high-dimensional logistic regression is asymptotically a rescaled Chi-square
P Sur, Y Chen, EJ Candès
Probability Theory and Related Fields 175 (1-2), 487-558, 2019
602019
Information recovery from pairwise measurements
Y Chen, C Suh, AJ Goldsmith
IEEE Transactions on Information Theory 62 (10), 5881-5905, 2016
502016
Spectral method and regularized MLE are both optimal for top- ranking
Y Chen, J Fan, C Ma, K Wang
The Annals of Statistics 47 (4), 2204-2235, 2019
49*2019
Noisy matrix completion: Understanding statistical guarantees for convex relaxation via nonconvex optimization
Y Chen, Y Chi, J Fan, C Ma, Y Yan
arXiv preprint arXiv:1902.07698, 2019
40*2019
Robust self‐navigated body MRI using dense coil arrays
T Zhang, JY Cheng, Y Chen, DG Nishimura, JM Pauly, SS Vasanawala
Magnetic resonance in medicine 76 (1), 197-205, 2016
402016
Inference and uncertainty quantification for noisy matrix completion
Y Chen, J Fan, C Ma, Y Yan
Proceedings of the National Academy of Sciences 116 (46), 22931-22937, 2019
312019
Channel capacity under sub-Nyquist nonuniform sampling
Y Chen, AJ Goldsmith, YC Eldar
IEEE Transactions on Information Theory 60 (8), 4739-4756, 2014
302014
Nonconvex matrix factorization from rank-one measurements
Y Li, C Ma, Y Chen, Y Chi
arXiv preprint arXiv:1802.06286, 2018
292018
Compressive recovery of 2-D off-grid frequencies
Y Chi, Y Chen
2013 Asilomar Conference on Signals, Systems and Computers, 687-691, 2013
282013
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Artículos 1–20