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Leveraging Administrative Data for Bias Audits: Assessing Disparate Coverage with Mobility Data for COVID-19 Policy., , , , , and . FAccT, page 173-184. ACM, (2021)Counterfactual Risk Assessments, Evaluation, and Fairness., , and . CoRR, (2019)Counterfactual Predictions under Runtime Confounding., , and . NeurIPS, (2020)Counterfactual risk assessments, evaluation, and fairness., , , and . FAT*, page 582-593. ACM, (2020)The Situate AI Guidebook: Co-Designing a Toolkit to Support Multi-Stakeholder Early-stage Deliberations Around Public Sector AI Proposals., , , , and . CoRR, (2024)Recentering Validity Considerations through Early-Stage Deliberations Around AI and Policy Design., , , , and . CoRR, (2023)Neural Topic Models with Survival Supervision: Jointly Predicting Time-to-Event Outcomes and Learning How Clinical Features Relate., , , , and . AIME, volume 12299 of Lecture Notes in Computer Science, page 371-381. Springer, (2020)Proceedings of NeurIPS 2018 Workshop on Machine Learning for the Developing World: Achieving Sustainable Impact., , and . CoRR, (2018)Risk Assessments and Fairness Under Missingness and Confounding.. AIES, page 531. ACM, (2019)Fair Transfer Learning with Missing Protected Attributes., , , , , , and . AIES, page 91-98. ACM, (2019)