Luo, Shikai

1. Dynamic Causal Effects Evaluation in A/B Testing with a Reinforcement Learning Framework
   2020/02/05 by Chengchun Shi, Xiaoyu Wang, Shi, Chengchun +9 · 9 citations
   Biochemistry, Genetics and Molecular Biology · Immunology and Microbiology · Mathematics · #Biosimilars and Bioanalytical Methods #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Statistical Methods in Clinical Trials #Viral Infectious Diseases and Gene Expression in Insects
2. An Instrumental Variable Approach to Confounded Off-Policy Evaluation
   2022/12/29 by Xu Yang, Zhu Jin, Xu, Yang +7 · 7 citations
   Mathematics · #Advanced Causal Inference Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Methodology (stat.ME)
3. Sure Screening for Gaussian Graphical Models
   2014/07/29 by Shikai Luo, Rui Song, Luo, Shikai +3 · 3 citations
   Mathematics · Computer Science · #Statistical Methods and Inference #Bayesian Modeling and Causal Inference #Bayesian Methods and Mixture Models
4. Off-Policy Confidence Interval Estimation with Confounded Markov Decision Process
   2022/02/22 by Shi, Chengchun, Zhu, Jin, Shen, Ye +3 · 4 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
5. Conformal Off-policy Prediction
   2022/06/14 by Yingying Zhang, Zhang, Yingying, Chengchun Shi +3 · 3 citations
   Computer Science · Decision Sciences · #Data Stream Mining Techniques #Advanced Bandit Algorithms Research #Machine Learning and Data Classification
6. Policy Evaluation for Temporal and/or Spatial Dependent Experiments
   2022/02/22 by Shikai Luo, Ying Yang, Luo, Shikai +9 · 3 citations
   Economics, Econometrics and Finance · Mathematics · #Innovation Policy and R&D #Advanced Causal Inference Techniques #Health Systems, Economic Evaluations, Quality of Life
7. Statistically Efficient Advantage Learning for Offline Reinforcement Learning in Infinite Horizons
   2022/01/01 by Chengchun Shi, Shikai Luo, Shi, Chengchun +6 · 2 citations
   Decision Sciences · Engineering · #Advanced Bandit Algorithms Research #Smart Grid Energy Management #Advanced MIMO Systems Optimization
8. Quantile Off-Policy Evaluation via Deep Conditional Generative Learning
   2022/12/29 by Xu, Yang, Shi, Chengchun, Luo, Shikai +2 · 2 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
9. Graph-Based Equilibrium Metrics for Dynamic Supply-Demand Systems with Applications to Ride-sourcing Platforms
   2021/02/11 by Zhou, Fan, Luo, Shikai, Qie, Xiaohu +2 · 1 citation
   #Applications (stat.AP) #FOS: Computer and information sciences #FOS: Mathematics #Optimization and Control (math.OC)
10. Robust Offline Reinforcement learning with Heavy-Tailed Rewards
    2023/10/28 by Jin Zhu, Zhu, Jin, Runzhe Wan +7 · 2 citations
    Decision Sciences · Engineering · #Risk and Portfolio Optimization #Reservoir Engineering and Simulation Methods #Reliability and Maintenance Optimization
11. Causal Deepsets for Off-policy Evaluation under Spatial or Spatio-temporal Interferences
    2024/07/25 by Runpeng Dai, Dai, Runpeng, Jianing Wang +11 · 1 citation
    Social Sciences · Economics, Econometrics and Finance · #Policy Transfer and Learning #Game Theory and Voting Systems #Climate Change Policy and Economics