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A Toolbox for Surfacing Health Equity Harms and Biases in Large Language Models.

S. Pfohl, H. Cole-Lewis, R. Sayres, D. Neal, M. Asiedu, A. Dieng, N. Tomasev, Q. Rashid, S. Azizi, N. Rostamzadeh, L. McCoy, L. Celi, Y. Liu, M. Schaekermann, A. Walton, A. Parrish, C. Nagpal, P. Singh, A. Dewitt, P. Mansfield, S. Prakash, K. Heller, A. Karthikesalingam, C. Semturs, J. Barral, G. Corrado, Y. Matias, J. Smith-Loud, I. Horn, and K. Singhal. CoRR, (2024)

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Rory Tews

Rory Christopher Holmes

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Interpretability Beyond Feature Attribution: Quantitative Testing with Concept Activation Vectors (TCAV)B. Kim, M. Wattenberg, J. Gilmer, C. Cai, J. Wexler, F. Viegas, and R. sayres. Proceedings of the 35th International Conference on Machine Learning, volume 80 of Proceedings of Machine Learning Research, page 2668-2677. PMLR, (2018)Underspecification Presents Challenges for Credibility in Modern Machine Learning.A. D'Amour, K. Heller, D. Moldovan, B. Adlam, B. Alipanahi, A. Beutel, C. Chen, J. Deaton, J. Eisenstein, M. Hoffman and 30 other author(s). J. Mach. Learn. Res., (2022)Measurement and modeling of eye-mouse behavior in the presence of nonlinear page layouts.V. Navalpakkam, L. Jentzsch, R. Sayres, S. Ravi, A. Ahmed, and A. Smola. WWW, page 953-964. International World Wide Web Conferences Steering Committee / ACM, (2013)High-resolution imaging reveals highly selective nonface clusters in the fusiform face area.K. Grill-Spector, R. Sayres, and D. Ress. Nature Neuroscience, 9 (9): 1177--1185 (2006)Direct Uncertainty Prediction for Medical Second OpinionsM. Raghu, K. Blumer, R. Sayres, Z. Obermeyer, R. Kleinberg, S. Mullainathan, and J. Kleinberg. (2018)Towards Expert-Level Medical Question Answering with Large Language Models.K. Singhal, T. Tu, J. Gottweis, R. Sayres, E. Wulczyn, L. Hou, K. Clark, S. Pfohl, H. Cole-Lewis, D. Neal and 21 other author(s). CoRR, (2023)Identifying Distributed Object Representations in Human Extrastriate Visual Cortex.R. Sayres, D. Ress, and K. Grill-Spector. NIPS, page 1169-1176. (2005)Scientific Discovery by Generating Counterfactuals using Image Translation.A. Narayanaswamy, S. Venugopalan, D. Webster, L. Peng, G. Corrado, P. Ruamviboonsuk, P. Bavishi, R. Sayres, A. Huang, S. Balasubramanian and 3 other author(s). CoRR, (2020)Improving Medical Annotation Quality to Decrease Labeling Burden Using Stratified Noisy Cross-Validation.J. Hsu, S. Phene, A. Mitani, J. Luo, N. Hammel, J. Krause, and R. Sayres. CoRR, (2020)Deep Learning vs. Human Graders for Classifying Severity Levels of Diabetic Retinopathy in a Real-World Nationwide Screening Program.P. Raumviboonsuk, J. Krause, P. Chotcomwongse, R. Sayres, R. Raman, K. Widner, B. Campana, S. Phene, K. Hemarat, M. Tadarati and 22 other author(s). CoRR, (2018)

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Disambiguation of "Sayres, Rory"

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A Toolbox for Surfacing Health Equity Harms and Biases in Large Language Models.

Please choose a person to relate this publication to

Rory Tews

Rory Christopher Holmes

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Disambiguation of "Sayres, Rory"

copydeleteadd this publication to your clipboardcommunity posthistory of this postURLDOIBibTeXEndNoteAPAChicagoDIN 1505HarvardMSOffice XML A Toolbox for Surfacing Health Equity Harms and Biases in Large Language Models.

Please choose a person to relate this publication to

Rory Tews

Rory Christopher Holmes

Other publications of authors with the same name

Disambiguation

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URL
DOI
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Chicago
DIN 1505
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A Toolbox for Surfacing Health Equity Harms and Biases in Large Language Models.