Chakrabortty, Abhishek
individual record
Assistant Professor
Positions:
- Assistant Professor, Statistics, College of Science
overview
Semi-supervised learning; High dimensional statistics; Semi-parametric inference; Causal inference and missing data; Biomedical applications.
education and training
- Ph.D. in Biostatistics, Harvard University - (Cambridge, Massachusetts, United States) 2016
- A.M. in Biostatistics, Harvard University - (Cambridge, Massachusetts, United States) 2013
- M.S. in Statistics, Indian Statistical Institute - (Kolkata, India) 2011
- B.S. in Statistics, Indian Statistical Institute - (Kolkata, India) 2009
selected publications
Academic Articles12
- Chakrabortty, A., Dai, G., & Tchetgen, E. T (2022). A General Framework for Treatment Effect Estimation in Semi-Supervised and High Dimensional Settings. arXiv Preprint.
- Chakrabortty, A., Dai, G., & Carroll, R. J (2022). Semi-Supervised Quantile Estimation: Robust and Efficient Inference in High Dimensional Settings. arXiv Preprint.
- Zhang, Y., Chakrabortty, A., & Bradic, J (2021). Double Robust Semi-Supervised Inference for the Mean: Selection Bias under MAR Labeling with Decaying Overlap. arXiv Preprint.
- Roy, S., Kumaravel, S., Sharma, A., Duran, C. L., Bayless, K. J., & Chakraborty, S. (2020). Hypoxic tumor microenvironment: Implications for cancer therapy.. Exp Biol Med (Maywood). 245(13), 1073-1086.
- Chan, S. F., Hejblum, B. P., Chakrabortty, A., & Cai, T (2020). Semi-supervised estimation of covariance with application to phenome-wide association studies with electronic medical records data.. Stat Methods Med Res. 29(2), 455-465.
in the news
- 2022 TAMIDS Career Initiation Fellow Awards Texas A&M Institute of Data Science (TAMIDS) News April 8, 2022
researcher on
Principal Investigator1
- NSF DMS-2113768 - Robust Statistical Inference in Large Scale Semi-Supervised Settings awarded by NSF 2021 - 2024
Co-Principal Investigator1
awards and honors
recent teaching activities
- STAT212 Prin Of Statistics Ii Instructor
- STAT651 Stat In Research I Instructor
- STAT681 Seminar Instructor
Email
achakrabortty@tamu.edu
First Name
Abhishek
Last Name
Chakrabortty
mailing address
Dept. of Statistics, Texas A&M University; 155 Ireland Street; Blocker Building, Room 416C
College Station, Texas 77843
USA