Beepul Bharti

PhD Student @ JHU


Hi everyone, my name is Beepul Bharti! I am a PhD student in the Biomedical Engineering Department at Johns Hopkins University, where I am very fortunate to be advised by Dr. Jeremias Sulam and be affiliated with the JHU Mathematical Institute of Data Science (MINDS) . My PhD research focuses on the statistical understanding of machine learning (ML), the interpretability and fairness of ML algorithms, and how to responsibly utilize/deploy these algorithms in high-stakes decision areas such as governance and healthcare.

Prior to my PhD, I completed my BS in Biomedical Engineering, BA in Mathematics, and minor in Chemistry from Duke University.

In my spare time, I enjoy running, playing soccer, watching basketball, and spending time with family and friends.


Dec, 2023 Our paper “SHAP-XRT: The Shapley Value Meets Conditional Independence Testing” has been accepted to Transactions of Machine Learning Research!
Sep, 2023 Our paper “Estimating and Controlling for Equalized Odds via Sensitive Attribute Predictors” has been accepted to NeurIPS 2023!
Sep, 2023 I had a great time attending the SLMath Introductory Workshop: Algorithms, Fairness,and Equity! Thank you to SLMath for hosting us and to all the speakers for their great talks!
Jan, 2022 Awarded the 2022 Spring & Summer Data Science Fellowship by (MINDS)



    1. Dec. 13, 2023
      Bharti, B., Yi, P., and Sulam, J.
    2. Dec. 12, 2023
      Teneggi, J.*,  Bharti, B.*Romano, Y., and Sulam, J.
    3. Aug. 30, 2022