Scholar
Holly Wiberg
Google Scholar ID: Ox4UP_kAAAAJ
Carnegie Mellon University
Citations & Impact
Citations
1,266
H-index
13
i10-index
13
Publications
20
Co-authors
4
list available
Publications
Resume (English only)
Academic Achievements
- August 2025: Pre-print 'Data to Dose: Efficient Synthetic Data Generation with Expert Guidance for Personalized Dosing' joint work with Satyam Verma, Woody Zhu, and Sridhar Tayur, is now available on SSRN.
- July 2025: Paper 'Synergizing Artificial Intelligence and Operations Research: Perspectives from INFORMS Fellows on the Next Frontier' is now available in the INFORMS Journal on Data Science.
- June 2025: Thrilled to announce the release of a new textbook, 'The Analytics Edge in Healthcare'.
- April 2025: The final report from the Computing Community Consortium (CCC) workshop series on AI/OR collaboration is now available: 'Making a Case for Research Collaborations Between Artificial Intelligence and Operations Research Expert'.
- March 2025: As a member of the INFORMS AI Roadmap Committee, authored an article in OR/MS today, 'A Prominent Role for INFORMS in the Age of AI'.
- January 2025: Pre-print 'Assortment Optimization for Patient-Provider Matching' with Naveen Raman is available on arXiv!
Research Experience
- Worked as an ML/OR researcher at Flatiron Health and as a Data Scientist at athenahealth.
Education
- Completed her PhD at the Operations Research Center at MIT, working with Professor Dimitris Bertsimas.
Background
- Assistant Professor of Public Policy and Operations Research at Carnegie Mellon University’s Heinz College. Her research leverages optimization and machine learning to improve healthcare in both clinical and operational settings. She is particularly interested in using ML/OR to broaden healthcare access and improve patient outcomes, focusing on real-world problems identified with clinical collaborators, spanning oncology, transplantation, pediatric trauma, and COVID-19.
