Scholar
Jitao Wang
Google Scholar ID: Y2Si704AAAAJ
University of Michigan
Citations & Impact
Citations
99
H-index
6
i10-index
4
Publications
10
Co-authors
13
list available
Publications
Resume (English only)
Academic Achievements
- Published multiple papers including 'Generalized Fitted Q-Iteration with Clustered Data', 'Counterfactually Fair Offline Reinforcement Learning via Sequential Data Preprocessing', and others. Participated in several research projects and presented at international conferences such as ICML and NPJ Digital Medicine.
Research Experience
- Currently working with Dr. Zhenke Wu (UMich) and Dr. Chengchun Shi from the London School of Economics and Political Science (LSE).
Education
- Ph.D. student in the Department of Biostatistics at the University of Michigan; Master's degree from the University of Michigan; Advisors: Dr. Zhenke Wu (UMich) and Dr. Chengchun Shi (LSE); Bachelor's degree in bioinformatics from Shanghai Jiao Tong University.
Background
- Research interests center around the development and practice of statistical methods within the field of interventional mobile health. Current focus is on reinforcement learning (RL), causal inference, fair ML, and large language models (LLMs).
Miscellany
- Served as a reviewer for multiple international conferences (e.g., NeurIPS, ICLR, ICML) and journals (e.g., Journal of the Royal Statistical Society Series B).
