Daiqi Gao
My name is Daiqi Gao (高代玘). I am currently a postdoctoral fellow working with Professor Susan Murphy in the Department of Statistics at Harvard University. I obtained my Ph.D. degree in the Department of Statistics and Operations Research at the University of North Carolina at Chapel Hill, advised by Professors Yufeng Liu and Donglin Zeng. Previously, I obtained my bachelor’s degree in Industrial Engineering and Statistics from Tsinghua University.
Contact Information
Email: dgao@fas.harvard.edu
Phone: (919) 537-5300
Address: SEC 2.339, 150 Western Avenue, Boston, MA 02134
Research Interests
Statistical machine learning
Statistical reinforcement learning
Personalized medicine
My primary research interests are the estimation and evaluation of individualized treatment rules, especially for sequentially generated treatments between multiple patients or multiple treatment stages. My research employs tools from machine learning, reinforcement learning, high-dimensional inference, optimization and deep learning.