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Yuxin Chen
AD Scientific Index 2024
Engineering & Technology / Electrical & Electronic Engineering
Princeton University - Princeton / United States
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Yuxin Chen's MOST POPULAR ARTICLES
1-)
Solving random quadratic systems of equations is nearly as easy as solving linear systemsY Chen, EJ CandèsCommunications on pure and applied mathematics 70 (5), 822-883, 20175642017
2-)
Nonconvex optimization meets low-rank matrix factorization: An overviewY Chi, YM Lu, Y ChenIEEE Transactions on Signal Processing 67 (20), 5239-5269, 20193262019
3-)
Implicit regularization in nonconvex statistical estimation: Gradient descent converges linearly for phase retrieval, matrix completion, and blind deconvolutionC Ma, K Wang, Y Chi, Y ChenFoundations of Computational Mathematics 20 (3), 451-632, 2020311*2020
4-)
Robust spectral compressed sensing via structured matrix completionY Chen, Y ChiIEEE Transactions on Information Theory 60 (10), 6576-6601, 2014343*2014
5-)
Gradient descent with random initialization: fast global convergence for nonconvex phase retrievalY Chen, Y Chi, J Fan, C MaMathematical Programming 176 (1-2), 5-37, 20192662019
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