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Andrew Bell
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It’s just not that simple: an empirical study of the accuracy-explainability trade-off in machine learning for public policy
A Bell, I Solano-Kamaiko, O Nov, J Stoyanovich
Proceedings of the 2022 ACM conference on fairness, accountability, and …, 2022
832022
Think about the stakeholders first! Toward an algorithmic transparency playbook for regulatory compliance
A Bell, O Nov, J Stoyanovich
Data & Policy 5, e12, 2023
282023
The possibility of fairness: Revisiting the impossibility theorem in practice
A Bell, L Bynum, N Drushchak, T Zakharchenko, L Rosenblatt, ...
Proceedings of the 2023 ACM Conference on Fairness, Accountability, and …, 2023
192023
Proactive advising: a machine learning driven approach to vaccine hesitancy
A Bell, A Rich, M Teng, T Orešković, NB Bras, L Mestrinho, S Golubovic, ...
2019 IEEE International Conference on Healthcare Informatics (ICHI), 1-6, 2019
152019
Algorithmic long-term unemployment risk assessment in use: Counselors’ perceptions and use practices
L Zejnilović, S Lavado, Í Martínez de Rituerto de Troya, S Sim, A Bell
Global Perspectives 1 (1), 12908, 2020
112020
Setting the right expectations: Algorithmic recourse over time
J Fonseca, A Bell, C Abrate, F Bonchi, J Stoyanovich
Proceedings of the 3rd ACM Conference on Equity and Access in Algorithms …, 2023
72023
Using data from randomized trials to assess the likely generalizability of educational treatment-effect estimates from regression discontinuity designs
H Bloom, A Bell, K Reiman
Journal of Research on Educational Effectiveness 13 (3), 488-517, 2020
72020
The algorithmic transparency playbook
A Bell, O Nov, J Stoyanovich
Center for Responsible AI. Disponible en: https://dataresponsibly. github …, 2023
32023
Machine learning informed decision-making with interpreted model’s outputs: A field intervention
L Zejnilovic, S Lavado, C Soares, Í Martínez De Rituerto De Troya, A Bell, ...
Academy of Management Proceedings 2021 (1), 15424, 2021
32021
The Algorithmic Transparency Playbook: A Stakeholder-first Approach to Creating Transparency for Your Organization’s Algorithms
A Bell, O Nov, J Stoyanovich
Extended Abstracts of the 2023 CHI Conference on Human Factors in Computing …, 2023
22023
The Game Of Recourse: Simulating Algorithmic Recourse over Time to Improve Its Reliability and Fairness.
A Bell, J Fonseca, J Stoyanovich
SIGMOD Conference Companion, 464-467, 2024
2024
Making Transparency Influencers: A Case Study of an Educational Approach to Improve Responsible AI Practices in News and Media
A Bell, J Stoyanovich
Extended Abstracts of the CHI Conference on Human Factors in Computing …, 2024
2024
Fairness in Algorithmic Recourse Through the Lens of Substantive Equality of Opportunity
A Bell, J Fonseca, C Abrate, F Bonchi, J Stoyanovich
arXiv preprint arXiv:2401.16088, 2024
2024
Decision-Making with Human-in-the-Loop: A Field Experiment of Explained AI in Public Administration
L Zejnilovic, S Lavado, C Soares, Í Martínez de Rituerto de Troya, A Bell, ...
Available at SSRN 3715529, 2023
2023
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