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Emma Pierson

Recent Advances, Applications, and Open Challenges in Machine Learning for Health: Reflections from Research Roundtables at ML4H 2023 Symposium

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Mar 03, 2024
Hyewon Jeong, Sarah Jabbour, Yuzhe Yang, Rahul Thapta, Hussein Mozannar, William Jongwon Han, Nikita Mehandru, Michael Wornow, Vladislav Lialin, Xin Liu, Alejandro Lozano, Jiacheng Zhu, Rafal Dariusz Kocielnik, Keith Harrigian, Haoran Zhang, Edward Lee, Milos Vukadinovic, Aparna Balagopalan, Vincent Jeanselme, Katherine Matton, Ilker Demirel, Jason Fries, Parisa Rashidi, Brett Beaulieu-Jones, Xuhai Orson Xu, Matthew McDermott, Tristan Naumann, Monica Agrawal, Marinka Zitnik, Berk Ustun, Edward Choi, Kristen Yeom, Gamze Gursoy, Marzyeh Ghassemi, Emma Pierson, George Chen, Sanjat Kanjilal, Michael Oberst, Linying Zhang, Harvineet Singh, Tom Hartvigsen, Helen Zhou, Chinasa T. Okolo

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A Bayesian Spatial Model to Correct Under-Reporting in Urban Crowdsourcing

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Dec 18, 2023
Gabriel Agostini, Emma Pierson, Nikhil Garg

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Domain constraints improve risk prediction when outcome data is missing

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Dec 06, 2023
Sidhika Balachandar, Nikhil Garg, Emma Pierson

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Reconciling the accuracy-diversity trade-off in recommendations

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Jul 27, 2023
Kenny Peng, Manish Raghavan, Emma Pierson, Jon Kleinberg, Nikhil Garg

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Large language models shape and are shaped by society: A survey of arXiv publication patterns

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Jul 20, 2023
Rajiv Movva, Sidhika Balachandar, Kenny Peng, Gabriel Agostini, Nikhil Garg, Emma Pierson

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Choosing the Right Weights: Balancing Value, Strategy, and Noise in Recommender Systems

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May 27, 2023
Smitha Milli, Emma Pierson, Nikhil Garg

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Coarse race data conceals disparities in clinical risk score performance

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Apr 18, 2023
Rajiv Movva, Divya Shanmugam, Kaihua Hou, Priya Pathak, John Guttag, Nikhil Garg, Emma Pierson

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How do Authors' Perceptions of their Papers Compare with Co-authors' Perceptions and Peer-review Decisions?

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Nov 22, 2022
Charvi Rastogi, Ivan Stelmakh, Alina Beygelzimer, Yann N. Dauphin, Percy Liang, Jennifer Wortman Vaughan, Zhenyu Xue, Hal Daumé III, Emma Pierson, Nihar B. Shah

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Trucks Don't Mean Trump: Diagnosing Human Error in Image Analysis

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May 15, 2022
J. D. Zamfirescu-Pereira, Jerry Chen, Emily Wen, Allison Koenecke, Nikhil Garg, Emma Pierson

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Quantifying Inequality in Underreported Medical Conditions

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Oct 08, 2021
Divya Shanmugam, Emma Pierson

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