McKane Andrus

What We Can't Measure, We Can't Understand

McKane Andrus, Elena Spitzer, Jeffrey Brown et al. · 2021 · 111 citations

Computing, Demography, Data Ethics +15

Building Human Values into Recommender Systems: An Interdisciplinary Synthesis

Jonathan Stray, Alon Halevy, Parisa Assar et al. · ACM Transactions on Recommender Systems · 2023 · 96 citations · Full text

Computing, Design, Economics +17

Demographic-Reliant Algorithmic Fairness: Characterizing the Risks of Demographic Data Collection in the Pursuit of Fairness

McKane Andrus, Sarah Villeneuve · 2022 ACM Conference on Fairness, Accountability, and Transparency · 2022 · 46 citations

Computing, Data Science, Demography +17

Machine Learning Explainability for External Stakeholders

Umang Bhatt, McKane Andrus, Adrian Weller et al. · arXiv (Cornell University) · 2020 · 40 citations · Full text

Computing, Computer Science, Public Governance +10

"What We Can't Measure, We Can't Understand": Challenges to Demographic Data Procurement in the Pursuit of Fairness

McKane Andrus, Elena Spitzer, Jeffrey Brown et al. · arXiv (Cornell University) · 2020 · 20 citations · Full text

Computing, Demography, Sociology +15