Yuchen Zhou
Yuchen Zhou
Verified email at princeton.edu - Homepage
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On the non‐asymptotic and sharp lower tail bounds of random variables
AR Zhang, Y Zhou
Stat 9 (1), e314, 2020
Dropout training, data-dependent regularization, and generalization bounds
W Mou, Y Zhou, J Gao, L Wang
International conference on machine learning, 3645-3653, 2018
Low rank approximation of binary matrices: Column subset selection and generalizations
C Dan, KA Hansen, H Jiang, L Wang, Y Zhou
arXiv preprint arXiv:1511.01699, 2015
Optimal Analysis of Subset-Selection Based L_p Low Rank Approximation
C Dan, H Wang, H Zhang, Y Zhou, P Ravikumar
arXiv preprint arXiv:1910.13618, 2019
Sparse group lasso: Optimal sample complexity, convergence rate, and statistical inference
TT Cai, A Zhang, Y Zhou
arXiv preprint arXiv:1909.09851, 2019
Inference for Low-rank Tensors--No Need to Debias
D Xia, AR Zhang, Y Zhou
arXiv preprint arXiv:2012.14844, 2020
Optimal high-order tensor svd via tensor-train orthogonal iteration
Y Zhou, AR Zhang, L Zheng, Y Wang
arXiv preprint arXiv:2010.02482, 2020
High-dimensional Log-Error-in-Variable Regression with Applications to Microbial Compositional Data Analysis
P Shi, Y Zhou, A Zhang
arXiv preprint arXiv:1811.11709, 2018
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