Yuling Yan
Yuling Yan
Verified email at princeton.edu - Homepage
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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
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
Bridging convex and nonconvex optimization in robust pca: Noise, outliers, and missing data
Y Chen, J Fan, C Ma, Y Yan
arXiv preprint arXiv:2001.05484, 2020
Efficient clustering for stretched mixtures: Landscape and optimality
K Wang, Y Yan, M Diaz
arXiv preprint arXiv:2003.09960, 2020
Convex and Nonconvex Optimization Are Both Minimax-Optimal for Noisy Blind Deconvolution
Y Chen, J Fan, B Wang, Y Yan
arXiv preprint arXiv:2008.01724, 2020
Asymptotic seed bias in respondent-driven sampling
Y Yan, B Hanlon, S Roch, K Rohe
Electronic Journal of Statistics 14 (1), 1577-1610, 2020
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