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Yinan Shen
Yinan Shen
Postdoc in Math, USC
Verified email at usc.edu
Title
Cited by
Cited by
Year
Computationally efficient and statistically optimal robust low-rank matrix estimation
Y Shen, J Li, JF Cai, D Xia
arXiv preprint arXiv:2203.00953, 2022
132022
Computationally efficient and statistically optimal robust high-dimensional linear regression
Y Shen, J Li, JF Cai, D Xia
to appear in Annals of Statistics 2025, 2023
62023
Quantile and pseudo-Huber Tensor Decomposition
Y Shen, D Xia
arXiv preprint arXiv:2309.02698, 2023
12023
Improved performance guarantees for Tukey's median
S Minsker, Y Shen
arXiv preprint arXiv:2410.00219, 2024
2024
Online Quantile Regression
Y Shen, D Xia, WX Zhou
arXiv preprint arXiv:2402.04602, 2024
2024
Robust Blessings of Convex Lipschitz Loss Functions: Statistical and Computational Perspectives
Y Shen
PQDT-Global, 2024
2024
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Articles 1–6