Guo, Yongyi

1. Communication-Efficient Accurate Statistical Estimation
   2019/06/12 by Fan, Jianqing, Guo, Yongyi, Wang, Kaizheng · 5 citations
   #Computation (stat.CO) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC)
2. Machine Learning for Variance Reduction in Online Experiments
   2021/06/14 by Yongyi Guo, Dominic Coey, Guo, Yongyi +9 · 4 citations
   Mathematics · #Advanced Causal Inference Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Statistical Methods and Inference #Statistical Methods in Clinical Trials
3. Policy Optimization Using Semi-parametric Models for Dynamic Pricing
   2021/09/13 by Jianqing Fan, Fan, Jianqing, Yongyi Guo +3 · 2 citations
   Decision Sciences · Computer Science · #Advanced Bandit Algorithms Research #Machine Learning and Algorithms #Optimization and Search Problems
4. Best subset selection is robust against design dependence
   2020/07/03 by Guo, Yongyi, Zhu, Ziwei, Fan, Jianqing · 1 citation
   #FOS: Computer and information sciences #FOS: Mathematics #Methodology (stat.ME) #Statistics Theory (math.ST)
5. reBandit: Random Effects based Online RL algorithm for Reducing Cannabis Use
   2024/02/27 by Susobhan Ghosh, Ghosh, Susobhan, Yongyi Guo +13 · 2 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Data Stream Mining Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG)
6. Online learning in bandits with predicted context
   2023/07/26 by Yongyi Guo, Ziping Xu, Guo, Yongyi +3 · 1 citation
   Computer Science · Decision Sciences · Engineering · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reinforcement Learning in Robotics #Smart Grid Energy Management
7. Anytime-valid inference in N-of-1 trials
   2023/09/13 by Ivana Malenica, Malenica, Ivana, Yongyi Guo +5 · 1 citation
   Mathematics · Psychology · #Advanced Causal Inference Techniques #Applications (stat.AP) #FOS: Computer and information sciences #FOS: Mathematics #Mental Health Research Topics #Methodology (stat.ME) #Statistical Methods in Clinical Trials #Statistics Theory (math.ST)
8. Effective Monitoring of Online Decision-Making Algorithms in Digital Intervention Implementation
   2024/08/30 by Trella, Anna L., Ghosh, Susobhan, Bonar, Erin E. +10 · 1 citation
   #Artificial Intelligence (cs.AI) #Computers and Society (cs.CY) #FOS: Computer and information sciences