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Awa Dieng
Awa Dieng
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Title
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Cited by
Year
Causal inference methods for combining randomized trials and observational studies: a review
B Colnet, I Mayer, G Chen, A Dieng, R Li, G Varoquaux, JP Vert, J Josse, ...
Statistical science 39 (1), 165-191, 2024
862024
Maintaining fairness across distribution shift: do we have viable solutions for real-world applications?
J Schrouff, N Harris, O Koyejo, I Alabdulmohsin, E Schnider, ...
arXiv preprint arXiv:2202.01034, 2022
352022
Diagnosing failures of fairness transfer across distribution shift in real-world medical settings
J Schrouff, N Harris, S Koyejo, IM Alabdulmohsin, E Schnider, ...
Advances in Neural Information Processing Systems 35, 19304-19318, 2022
302022
Interpretable Almost-Exact Matching for Causal Inference
A Dieng, Y Liu, S Roy, C Rudin, A Volfovsky
The 22nd International Conference on Artificial Intelligence and Statistics …, 2019
262019
Globalizing Fairness Attributes in Machine Learning: A Case Study on Health in Africa
MN Asiedu, A Dieng, A Oppong, M Nagawa, S Koyejo, K Heller
arXiv preprint arXiv:2304.02190, 2023
42023
Almost-Exact Matching with Replacement for Causal Inference
A Dieng, Y Liu, S Roy, C Rudin, A Volfovsky
Proceedings of the 22nd International Conference on Artificial Intelligence …, 2018
22018
A Toolbox for Surfacing Health Equity Harms and Biases in Large Language Models
SR Pfohl, H Cole-Lewis, R Sayres, D Neal, M Asiedu, A Dieng, ...
arXiv preprint arXiv:2403.12025, 2024
2024
The Case for Globalizing Fairness: A Mixed Methods Study on Colonialism, AI, and Health in Africa
M Asiedu, A Dieng, A Haykel, N Rostamzadeh, S Pfohl, C Nagpal, ...
arXiv preprint arXiv:2403.03357, 2024
2024
Algorithmic Fairness through the Lens of Causality and Privacy (AFCP) 2022
A Dieng, M Rateike, G Farnadi, F Fioretto, M Kusner, J Schrouff
Workshop on Algorithmic Fairness through the Lens of Causality and Privacy, 1-6, 2023
2023
Algorithmic Fairness through the Lens of Causality and Robustness (AFCR) 2021
J Schrouff, A Dieng, M Rateike, K Kwegyir-Aggrey, G Farnadi
Algorithmic Fairness through the Lens of Causality and Robustness workshop, 1-5, 2022
2022
Fairness properties do not transfer: do we have viable solutions for real-world applications?
J Schrouff, N Harris, S Koyejo, IMI Alabdulmohsin, E Schnider, ...
2022
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