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Shikai Luo
Shikai Luo
Bytedance
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标题
引用次数
引用次数
年份
Quantitative tract-based white matter heritability in twin neonates
SJ Lee, RJ Steiner, S Luo, MC Neale, M Styner, H Zhu, JH Gilmore
Neuroimage 111, 123-135, 2015
472015
Dynamic Causal Effects Evaluation in A/B Testing with a Reinforcement Learning Framework
C Shi, X Wang, S Luo, H Zhu, J Ye, R Song
Journal of the American Statistical Association 118 (543), 2059-2071, 2023
362023
Forward selection and estimation in high dimensional single index models
S Luo, S Ghosal
Statistical Methodology 33, 172-179, 2016
352016
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, 1-12, 2022
322022
Semiparametric single-index model for estimating optimal individualized treatment strategy
R Song, S Luo, D Zeng, HH Zhang, W Lu, Z Li
Electronic journal of statistics 11 (1), 364, 2017
312017
Sure screening for Gaussian graphical models
S Luo, R Song, D Witten
arXiv preprint arXiv:1407.7819, 2014
272014
A Joint Inverse Reinforcement Learning and Deep Learning Model for Drivers' Behavioral Prediction
G Wu, Y Li, S Luo, G Song, Q Wang, J He, J Ye, X Qie, H Zhu
Proceedings of the 29th ACM International Conference on Information …, 2020
122020
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
102023
Graph-based equilibrium metrics for dynamic supply–demand systems with applications to ride-sourcing platforms
F Zhou, S Luo, X Qie, J Ye, H Zhu
Journal of the American Statistical Association 116 (536), 1688-1699, 2021
92021
Statistically Efficient Advantage Learning for Offline Reinforcement Learning in Infinite Horizons
C Shi, S Luo, Y Le, H Zhu, R Song
Journal of the American Statistical Association, 1-14, 2022
82022
Conformal off-policy prediction
Y Zhang, C Shi, S Luo
International Conference on Artificial Intelligence and Statistics, 2751-2768, 2023
52023
An online sequential test for qualitative treatment effects
C Shi, S Luo, H Zhu, R Song
Journal of Machine Learning Research 22 (286), 1-51, 2021
52021
Prediction consistency of forward iterated regression and selection technique
S Luo, S Ghosal
Statistics & Probability Letters 107, 79-83, 2015
42015
A Multiagent Reinforcement Learning Framework for Off-Policy Evaluation in Two-sided Markets
C Shi, R Wan, G Song, S Luo, H Zhu, R Song
The Annals of Applied Statistics 17 (4), 2701-2722, 2023
32023
Pattern transfer learning for reinforcement learning in order dispatching
R Wan, S Zhang, C Shi, S Luo, R Song
IJCAI 2021 RL4ITS, 2021
32021
Policy Evaluation for Temporal and/or Spatial Dependent Experiments
S Luo, Y Yang, C Shi, F Yao, J Ye, H Zhu
Journal of the Royal Statistical Society Series B: Statistical Methodology …, 2024
22024
Robust offline reinforcement learning with heavy-tailed rewards
J Zhu, R Wan, Z Qi, S Luo, C Shi
International Conference on Artificial Intelligence and Statistics, 541-549, 2024
2024
Pessimistic Causal Reinforcement Learning with Mediators for Confounded Offline Data
D Wang, C Shi, S Luo, WW Sun
arXiv preprint arXiv:2403.11841, 2024
2024
Causal Probabilistic Spatio-temporal Fusion Transformers in Two-sided Ride-Hailing Markets
S Wan, S Luo, H Zhu
ACM Transactions on Spatial Algorithms and Systems, 2024
2024
DNet: Distributional Network for Distributional Individualized Treatment Effects
G Wu, G Song, X Lv, S Luo, C Shi, H Zhu
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and …, 2023
2023
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