Amanda Coston

Fair Transfer Learning with Missing Protected Attributes

Amanda Coston, Karthikeyan Natesan Ramamurthy, Dennis Wei et al. · 2019 · 82 citations · Full text

Computing, Computer Science, Data Science +14

Leveraging Administrative Data for Bias Audits: Assessing Disparate Coverage with Mobility Data for COVID-19 Policy

Amanda Coston, Neel Guha, Derek Ouyang et al. · arXiv (Cornell University) · 2020 · 66 citations · Full text

Public Health, Demography, Public Policy +14

The Situate AI Guidebook: Co-Designing a Toolkit to Support Multi-Stakeholder, Early-stage Deliberations Around Public Sector AI Proposals

Anna Kawakami, Amanda Coston, Haiyi Zhu et al. · 2024 · 46 citations · Full text

Computing, Computer Science, Artificial Intelligence +16

A Validity Perspective on Evaluating the Justified Use of Data-driven Decision-making Algorithms

Amanda Coston, Anna Kawakami, Haiyi Zhu et al. · 2023 · 26 citations · Full text

Business, Decision Sciences, Decision Analysis +14

Leveraging Administrative Data for Bias Audits: Assessing Disparate Coverage with Mobility Data for COVID-19 Policy

Amanda Coston, Neel Guha, Derek Ouyang et al. · arXiv (Cornell University) · 2020 · 23 citations · Full text

Public Health, Demography, Public Policy +14