DB

David Bellamy

Flagship Pioneering (United States), Harvard School of Public Health, Harvard University, Harvard Medical School

ORCID iD 0000-0002-6878-0803
Follow

Employment

  • Flagship Pioneering (United States) Machine Learning Scientist
    2023 - Present

Education

  • Harvard School of Public Health PhD
    2018 - 2023
  • Harvard University SM
    2018 - 2022
  • Harvard Medical School PhD (left)
    2016 - 2017
  • University of Ottawa Honours Bachelor of Science
    2011 - 2016

Projects & Funding

Projects & funding information is unavailable.

Publications (6)

  • DAG-aware Transformer for Causal Effect Estimation
    2024 DOI: 10.48550/ARXIV.2410.10044
    +Save
  • Conformal Prediction with Large Language Models for Multi-Choice Question Answering
    arXiv preprint arXiv:2305.18404 2023
    +Save
  • Labrador: Exploring the Limits of Masked Language Modeling for Laboratory Data
    2023
    +Save
  • A structural characterization of shortcut features for prediction
    European Journal of Epidemiology 2022
    +Save
  • Deep learning methods for proximal inference via maximum moment restriction
    Advances in Neural Information Processing Systems 2022
    +Save
  • Evaluating progress on machine learning for longitudinal electronic healthcare data
    arXiv preprint arXiv:2010.01149 2020
    +Save