Yuchen Zhou
Yuchen Zhou
Verified email at wisc.edu - Homepage
Title
Cited by
Cited by
Year
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
112015
Dropout training, data-dependent regularization, and generalization bounds
W Mou, Y Zhou, J Gao, L Wang
International Conference on Machine Learning, 3645-3653, 2018
92018
A Non-asymptotic, Sharp, and User friendly Reverse Chernoff-Cramer Bound
A Zhang, Y Zhou
arXiv preprint ArXiv:1810.09006, 2018
32018
Sparse Group Lasso: Optimal Sample Complexity, Convergence Rate, and Statistical Inference
TT Cai, A Zhang, Y Zhou
arXiv preprint arXiv:1909.09851, 2019
2019
Optimal Analysis of Subset-Selection Based L_p Low-Rank Approximation
C Dan, H Wang, H Zhang, Y Zhou, PK Ravikumar
Advances in Neural Information Processing Systems, 2537-2548, 2019
2019
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
2018
On the Non-asymptotic and Sharp Lower Tail Bounds of Random Variables
A Zhang, Y Zhou
arXiv preprint arXiv:1810.09006, 2018
2018
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