Yuqian Zhang
Yuqian Zhang
Assistant Professor, Rutgers University
Verified email at rutgers.edu - Homepage
Cited by
Cited by
Scalable robust matrix recovery: Frank--Wolfe meets proximal methods
C Mu, Y Zhang, J Wright, D Goldfarb
SIAM Journal on Scientific Computing 38 (5), A3291-A3317, 2016
On the global geometry of sphere-constrained sparse blind deconvolution
Y Zhang, Y Lau, H Kuo, S Cheung, A Pasupathy, J Wright
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2017
Structured local optima in sparse blind deconvolution
Y Zhang, HW Kuo, J Wright
IEEE Transactions on Information Theory 66 (1), 419-452, 2019
Convolutional phase retrieval via gradient descent
Q Qu, Y Zhang, YC Eldar, J Wright
IEEE Transactions on Information Theory 66 (3), 1785-1821, 2019
Geometry and symmetry in short-and-sparse deconvolution
HW Kuo, Y Lau, Y Zhang, J Wright
International Conference on Machine Learning, 3570-3580, 2019
Short-and-Sparse Deconvolution--A Geometric Approach
Y Lau, Q Qu, HW Kuo, P Zhou, Y Zhang, J Wright
arXiv preprint arXiv:1908.10959, 2019
Toward guaranteed illumination models for non-convex objects
Y Zhang, C Mu, HW Kuo, J Wright
Proceedings of the IEEE International Conference on Computer Vision, 937-944, 2013
Dictionary learning in Fourier-transform scanning tunneling spectroscopy
SC Cheung, JY Shin, Y Lau, Z Chen, J Sun, Y Zhang, MA Müller, ...
Nature communications 11 (1), 1-11, 2020
From symmetry to geometry: Tractable nonconvex problems
Y Zhang, Q Qu, J Wright
arXiv preprint arXiv:2007.06753, 2020
Geometric analysis of nonconvex optimization landscapes for overcomplete learning
Q Qu, Y Zhai, X Li, Y Zhang, Z Zhu
International Conference on Learning Representations, 2019
Structures of Spurious Local Minima in -means
W Qian, Y Zhang, Y Chen
arXiv preprint arXiv:2002.06694, 2020
Polynomial Matrix Completion for Missing Data Imputation and Transductive Learning.
J Fan, Y Zhang, M Udell
AAAI, 3842-3849, 2020
Global convergence of least squares EM for demixing two log-concave densities
W Qian, Y Zhang, Y Chen
Advances in Neural Information Processing Systems, 4794-4802, 2019
Efficient Point-to-Subspace Query in ℓ1 with Application to Robust Face Recognition
J Sun, Y Zhang, J Wright
European Conference on Computer Vision, 416-429, 2012
Low-rank matrix recovery with non-quadratic loss: projected gradient method and regularity projection oracle
L Ding, Y Zhang, Y Chen
arXiv preprint arXiv:2008.13777, 2020
Low-Complexity Modeling for Visual Data: Representations and Algorithms
Y Zhang
Columbia University, 2018
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