David Bellamy

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Andrew L. BeamChief Technology Officer, Lila Sciences | Associate Professor, Harvard UniversityVerified email at hms.harvard.edu
Bhawesh KumarGoogle ResearchVerified email at google.com
Anil PalepuPhD Student, Harvard-MIT Health Science & TechnologyVerified email at mit.edu
Charles LuMassachusetts Institute of TechnologyVerified email at mit.edu
Leo Anthony CeliMassachusetts Institute of TechnologyVerified email at mit.edu
Benjamin KompaHarvard UniversityVerified email at fas.harvard.edu
Miguel HernánDirector, CAUSALab / Professor of Biostatistics and Epidemiology, Harvard T.H. Chan SchoolVerified email at hsph.harvard.edu
Cindy WangMedical Student at Columbia VP&SVerified email at cumc.columbia.edu
Manqing LiuPhD student at Harvard UniversityVerified email at g.harvard.edu
Maximilian Sebastian SchaeferBeth Israel Deaconess Medical Center, Boston, MAVerified email at bidmc.harvard.edu
James M. Robinsprofessor of epidemiology and biostatistics harvard school of public healthVerified email at hsph.harvard.edu
Joseph Dov BruchUniversity of ChicagoVerified email at uchicago.edu
Denys ShayMD | PhD Candidate in Epidemiology, Harvard T.H. Chan School of Public HealthVerified email at g.harvard.edu

David Bellamy

Independent AI Researcher

Verified email at g.harvard.edu - Homepage


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Reciprocal cellular cross-talk within the tumor microenvironment promotes oncolytic virus activity CS Ilkow, M Marguerie, C Batenchuk, J Mayer, D Ben Neriah, ... Nature medicine 21 (5), 530-536, 2015	190	2015
Conformal prediction with large language models for multi-choice question answering B Kumar, C Lu, G Gupta, A Palepu, D Bellamy, R Raskar, A Beam ICML (Neural Conversational AI TEACH) workshop, 2023	116	2023
Evaluating progress on machine learning for longitudinal electronic healthcare data D Bellamy, L Celi, AL Beam arXiv preprint arXiv:2010.01149, 2020	33	2020
Deep learning methods for proximal inference via maximum moment restriction B Kompa, D Bellamy, T Kolokotrones, A Beam Advances in Neural Information Processing Systems 35, 11189-11201, 2022	25	2022
A structural characterization of shortcut features for prediction D Bellamy, MA Hernan, A Beam European Journal of Epidemiology 37 (6), 563, 2022	17	2022
Labrador: Exploring the Limits of Masked Language Modeling for Laboratory Data DR Bellamy, B Kumar, C Wang, A Beam Proceedings of the 4th Machine Learning for Health Symposium 259, 104-129, 2025	10	2025
DAG-aware Transformer for Causal Effect Estimation M Liu, DR Bellamy, AL Beam NeurIPS 2024 Causal Representation Learning Workshop, 2024	2	2024

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