Emma Pierson
Cornell University
H-index: 22
North America-United States
Top articles of Emma Pierson
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Using unlabeled data to enhance fairness of medical AI | Nature Medicine | Rajiv Movva Pang Wei Koh Emma Pierson | 2024/4 |
A Bayesian Spatial Model to Correct Under-Reporting in Urban Crowdsourcing | Proceedings of the AAAI Conference on Artificial Intelligence | Gabriel Agostini Emma Pierson Nikhil Garg | 2024/3/24 |
Recent Advances, Applications, and Open Challenges in Machine Learning for Health: Reflections from Research Roundtables at ML4H 2023 Symposium | Stefan Hegselmann Helen Zhou Yuyin Zhou Jennifer Chien Sujay Nagaraj | 2023/5 | |
Accuracy and Equity in Clinical Risk Prediction | New England Journal of Medicine | Emma Pierson | 2024/1/11 |
How do authors’ perceptions of their papers compare with co-authors’ perceptions and peer-review decisions? | Plos one | Charvi Rastogi Ivan Stelmakh Alina Beygelzimer Yann N Dauphin Percy Liang | 2024/4/10 |
Artificial Intelligence for Cardiovascular Care-Part 1: Advances: JACC Review Topic of the Week | Pierre Elias Sneha Jain Timothy Poterucha Michael Randazzo Francisco Lopez Jimenez | 2024/4/7 | |
Detecting disparities in police deployments using dashcam data | Matt Franchi JD Zamfirescu-Pereira Wendy Ju Emma Pierson | 2023/6/12 | |
Coarse race data conceals disparities in clinical risk score performance | Rajiv Movva Divya Shanmugam Kaihua Hou Priya Pathak John Guttag | 2023/12/22 | |
Choosing the right weights: Balancing value, strategy, and noise in recommender systems | arXiv preprint arXiv:2305.17428 | Smitha Milli Emma Pierson Nikhil Garg | 2023/5/27 |
Human mobility networks reveal increased segregation in large cities | Nature | Hamed Nilforoshan Wenli Looi Emma Pierson Blanca Villanueva Nic Fishman | 2023/12/21 |
Race Corrections in Clinical Algorithms Can Help Correct for Racial Disparities in Data Quality | medRxiv | Anna Zink Ziad Obermeyer Emma Pierson | 2023/4/3 |
Domain constraints improve risk prediction when outcome data is missing | arXiv preprint arXiv:2312.03878 | Sidhika Balachandar Nikhil Garg Emma Pierson | 2023/12/6 |
Session Introduction: Artificial Intelligence in Clinical Medicine: Generative and Interactive Systems at the Human-Machine Interface | Sajjad Fouladvand Emma Pierson Ivana Jankovic David Ouyang Jonathan H Chen | 2023 | |
Reconciling the accuracy-diversity trade-off in recommendations | arXiv preprint arXiv:2307.15142 | Kenny Peng Manish Raghavan Emma Pierson Jon Kleinberg Nikhil Garg | 2023/7/27 |
Large language models shape and are shaped by society: A survey of arXiv publication patterns | arXiv preprint arXiv:2307.10700 | Rajiv Movva Sidhika Balachandar Kenny Peng Gabriel Agostini Nikhil Garg | 2023/7/20 |
Use large language models to promote equity | arXiv preprint arXiv:2312.14804 | Emma Pierson Divya Shanmugam Rajiv Movva Jon Kleinberg Monica Agrawal | 2023/12/22 |
Trucks Don't Mean Trump: Diagnosing Human Error in Image Analysis | ACM Conference on Fairness, Accountability, and Transparency (ACM FAccT) | JD Zamfirescu-Pereira Jerry Chen Emily Wen Allison Koenecke Nikhil Garg | 2022/5/15 |
End-to-end Auditing of Decision Pipelines | ICML Workshop on Responsible Decision Making in Dynamic Environments (RDMDE) | Benjamin Laufer Emma Pierson Nikhil Garg | 2022/1 |
Patients cannot consent to care unless they know how much it costs | Leah Pierson Emma Pierson | 2022/7/15 | |
Mobility network models of COVID-19 explain inequities and inform reopening | Nature | Serina Chang* Emma Pierson* Pang Wei Koh* Jaline Gerardin Beth Redbird | 2020/11/10 |
Co-Authors
