Amanda Coston
Orcid: 0000-0001-9282-9921
According to our database1,
Amanda Coston
authored at least 18 papers
between 2018 and 2024.
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Bibliography
2024
The Situate AI Guidebook: Co-Designing a Toolkit to Support Multi-Stakeholder Early-stage Deliberations Around Public Sector AI Proposals.
CoRR, 2024
2023
Recentering Validity Considerations through Early-Stage Deliberations Around AI and Policy Design.
CoRR, 2023
Ground(less) Truth: A Causal Framework for Proxy Labels in Human-Algorithm Decision-Making.
Proceedings of the 2023 ACM Conference on Fairness, Accountability, and Transparency, 2023
Proceedings of the 2023 ACM Conference on Fairness, Accountability, and Transparency, 2023
Proceedings of the 2023 ACM Conference on Fairness, Accountability, and Transparency, 2023
2022
A Validity Perspective on Evaluating the Justified Use of Data-driven Decision-making Algorithms.
CoRR, 2022
2021
Proceedings of the 38th International Conference on Machine Learning, 2021
Leveraging Administrative Data for Bias Audits: Assessing Disparate Coverage with Mobility Data for COVID-19 Policy.
Proceedings of the FAccT '21: 2021 ACM Conference on Fairness, 2021
2020
Proceedings of NeurIPS 2019 Workshop on Machine Learning for the Developing World: Challenges and Risks of ML4D.
CoRR, 2020
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Proceedings of the 8th International Conference on Learning Representations, 2020
Proceedings of the FAT* '20: Conference on Fairness, 2020
Neural Topic Models with Survival Supervision: Jointly Predicting Time-to-Event Outcomes and Learning How Clinical Features Relate.
Proceedings of the Artificial Intelligence in Medicine, 2020
2019
Proceedings of the 2019 AAAI/ACM Conference on AI, Ethics, and Society, 2019
Proceedings of the 2019 AAAI/ACM Conference on AI, Ethics, and Society, 2019
2018
Proceedings of NeurIPS 2018 Workshop on Machine Learning for the Developing World: Achieving Sustainable Impact.
CoRR, 2018