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Wang, Zezhi, Zhu, Junxian, Wang, Xueqin, Zhu, Jin 
ORCID: 0000-0001-8550-5822, Peng, Huiyang, Chen, Peng, Wang, Anran and Zhang, Xiaoke
(2024)
skscope: fast sparsity-constrained optimization in Python.
Journal of Machine Learning Research, 25.
ISSN 1532-4435
Wang, Xueqin, Zhu, Jin ORCID: 0000-0001-8550-5822, Pan, Wenliang, Zhu, Junhao and Zhang, Heping
(2023)
Nonparametric statistical inference via metric distribution function in metric spaces.
Journal of the American Statistical Association.
ISSN 0162-1459
Xu, Yang, Zhu, Jin, Shi, Chengchun ORCID: 0000-0001-7773-2099, Luo, Shikai and Song, Rui
(2023)
An instrumental variable approach to confounded off-policy evaluation.
Proceedings of Machine Learning Research, 202.
38848 - 38880.
ISSN 1938-7228
Shi, Chengchun ORCID: 0000-0001-7773-2099, Zhu, Jin, Shen, Ye, Luo, Shikai, Zhu, Hongtu and Song, Rui
(2022)
Off-policy confidence interval estimation with confounded Markov decision process.
Journal of the American Statistical Association.
ISSN 0162-1459
Zhu, Jin ORCID: 0000-0001-8550-5822, Wan, Runzhe, Qi, Zhengling, Luo, Shikai and Shi, Chengchun ORCID: 0000-0001-7773-2099
(2024)
Robust offline reinforcement learning with heavy-tailed rewards.
In: Dasgupta, Sanjoy, Mandt, Stephan and Li, Yingzhen, (eds.)
Proceedings of the 27th International Conference on Artificial Intelligence and Statistics (AISTATS) 2024.
International Conference on Machine Learning, Valencia, Spain, 541 - 549.
