Research Interests:
Personalized Medicine
Reinforcement Learning
Random Forests and Trees
Survival Analysis
Sufficient Dimension Reduction
High-Dimensional Data
Biomedical Applications: Sepsis, Food and Nutrition, Infectious Diseases, Cancer Genetics/Genomics
Editorial Services:
AE, Journal of Computational and Graphical Statistics (2024 - )
AE, Journal of the American Statistical Association (2023 - )
AE, Statistical Analysis and Data Mining (2022-)Â
Editorial board reviewer, Journal of Machine Learning Research (2020-)
Current Members:
Tianning Xu (Ph.D candidate, 2019-)
Yuhan Li (2021-)
Eugene Han (2022-)
Mehrdad Mohammadi (2022-)
Previous Members:
(PhD 2022) Wenzhuo Zhou @ UCI
(PhD 2022) Sarah E. Formentini @ Bayer
(PhD 2022) Joshua D. Loyal @ FSU
(PhD 2021) Yutong (Jack) Li @ Novartis
(PhD 2019) William Biscarri @ J.P. Morgan
(MS 2018) Yue Mu
(MS 2018) Jiyang Zhang
(MS 2017) Peng Xu, Ph.D @ UIUC
(MS 2017) Ruizhong Miao, Ph.D @ UVA
(MS 2017) Boyi Guo, Ph.D @ UAB
(BS 2018) Ruilin Zhao @ American Express
(BS 2018) Hao Wang, MS @ Berkeley
Apr 21, 2019. Photo by Xian Cao
May 12, 2022. Photo by Xian Cao
My research is supported by