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Jin Zhu
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A polynomial algorithm for best-subset selection problem
J Zhu, C Wen, J Zhu, H Zhang, X Wang
Proceedings of the National Academy of Sciences 117 (52), 33117-33123, 2020
702020
Ball covariance: A generic measure of dependence in banach space
W Pan, X Wang, H Zhang, H Zhu, J Zhu
Journal of the American Statistical Association, 2019
552019
Off-policy confidence interval estimation with confounded markov decision process
C Shi, J Zhu, S Ye, S Luo, H Zhu, R Song
Journal of the American Statistical Association 119 (545), 273-284, 2024
312024
A splicing approach to best subset of groups selection
Y Zhang, J Zhu, J Zhu, X Wang
INFORMS Journal on Computing 35 (1), 104-119, 2023
19*2023
abess: a fast best-subset selection library in python and R
J Zhu, X Wang, L Hu, J Huang, K Jiang, Y Zhang, S Lin, J Zhu
Journal of Machine Learning Research 23 (202), 1-7, 2022
162022
Ball: An R Package for Detecting Distribution Difference and Association in Metric Spaces
J Zhu, W Pan, W Zheng, X Wang
Journal of Statistical Software 97 (6), 1--31, 2021
12*2021
Nonparametric statistical inference via metric distribution function in metric spaces
X Wang, J Zhu, W Pan, J Zhu, H Zhang
Journal of the American Statistical Association, 1-13, 2023
72023
An instrumental variable approach to confounded off-policy evaluation
Y Xu, J Zhu, C Shi, S Luo, R Song
International Conference on Machine Learning, 38848-38880, 2023
72023
Computational analysis of pathological image enables interpretable prediction for microsatellite instability
J Zhu, W Wu, Y Zhang, S Lin, Y Jiang, R Liu, H Zhang, X Wang
Frontiers in oncology 12, 825353, 2022
32022
Robust Offline Policy Evaluation and Optimization with Heavy-Tailed Rewards
J Zhu, R Wan, Z Qi, S Luo, C Shi
arXiv preprint arXiv:2310.18715, 2023
22023
Best-subset selection in generalized linear models: A fast and consistent algorithm via splicing technique
J Zhu, J Zhu, B Tang, X Chen, H Lin, X Wang
arXiv preprint arXiv:2308.00251, 2023
22023
Paired-sample tests for homogeneity with/without confounding variables
M Chen, T Tian, J Zhu, W Pan, X Wang
Statistics and Its Interface 15 (3), 335-348, 2022
22022
Segmentation of Laser Marks of Diabetic Retinopathy in the Fundus Photographs Using Lightweight U-Net
Y Jiang, J Pan, M Yuan, Y Shen, J Zhu, Y Wang, Y Li, K Zhang, Q Yu, ...
Journal of Diabetes Research 2021, 1-10, 2021
22021
Quantiles, Ranks and Signs in Metric Spaces
H Liu, X Wang, J Zhu
arXiv preprint arXiv:2209.04090, 2022
12022
Two-sample test for compositional data with ball divergence
J Zhu, K Lv, A Zhang, W Pan, X Wang
Statistics and Its Interface 12 (2), 275-282, 2019
12019
skscope: Fast Sparsity-Constrained Optimization in Python
Z Wang, J Zhu, P Chen, H Peng, X Zhang, A Wang, Y Zheng, J Zhu, ...
arXiv preprint arXiv:2403.18540, 2024
2024
A SIMPLE Approach to Provably Reconstruct Ising Model with Global Optimality
J Zhu, X Chen, J Zhu, X Wang, H Zhang
arXiv preprint arXiv:2310.09257, 2023
2023
A Consistent and Scalable Algorithm for Best Subset Selection in Single Index Models
B Tang, J Zhu, J Zhu, X Wang, H Zhang
arXiv preprint arXiv:2309.06230, 2023
2023
Package ‘robustlm’
J Zhu, B Tang, Y Jiang, X Wang
2021
R Package: gif
S Lin, J Zhu, J Zhu, W Xueqin
https://cran.r-project.org/web/packages/gif/gif.pdf, 2020
2020
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