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Nathanael Jo
Nathanael Jo
mit.edu의 이메일 확인됨 - 홈페이지
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Learning optimal fair decision trees: Trade-offs between interpretability, fairness, and accuracy
N Jo, S Aghaei, J Benson, A Gomez, P Vayanos
Proceedings of the 2023 AAAI/ACM Conference on AI, Ethics, and Society, 181-192, 2023
35*2023
Learning optimal prescriptive trees from observational data
N Jo, S Aghaei, A Gómez, P Vayanos
arXiv preprint arXiv:2108.13628, 2021
182021
Fairness in contextual resource allocation systems: Metrics and incompatibility results
N Jo, B Tang, K Dullerud, S Aghaei, E Rice, P Vayanos
Proceedings of the AAAI Conference on Artificial Intelligence 37 (10), 11837 …, 2023
82023
ODTlearn: A Package for Learning Optimal Decision Trees for Prediction and Prescription
P Vossler, S Aghaei, N Justin, N Jo, A Gómez, P Vayanos
arXiv preprint arXiv:2307.15691, 2023
32023
Estimating and implementing conventional fairness metrics with probabilistic protected features
H Elzayn, E Black, P Vossler, N Jo, J Goldin, DE Ho
2024 IEEE Conference on Secure and Trustworthy Machine Learning (SaTML), 161-193, 2024
22024
Not (Officially) in My Backyard: Characterizing Informal Accessory Dwelling Units and Informing Housing Policy with Remote Sensing
N Jo, A Vallebueno, D Ouyang, DE Ho
Journal of the American Planning Association 91 (1), 30-45, 2025
2025
Drop a Line, Submit on Time? Randomized Tailored Reminders Improve Pollution Reporting Timeliness
E Benami, N Jo, B Ragnauth, DE Ho
Randomized Tailored Reminders Improve Pollution Reporting Timeliness …, 2023
2023
2024 IEEE Conference on Secure and Trustworthy Machine Learning (SaTML)| 979-8-3503-4950-4/24/$31.00© 2024 IEEE| DOI: 10.1109/SaTML59370. 2024.00043
U Aïvodji, G Anderson, R Anderson, S Aydore, A Azize, D Basu, ...
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