McKane Andrus

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

McKane Andrus, Elena Spitzer, Jeffrey Brown et al. · 2021 · 101 citations

Demographic Data Collection, Measurement Theory, Engineering +19

Building Human Values into Recommender Systems: An Interdisciplinary Synthesis

Jonathan Stray, Alon Halevy, Parisa Assar et al. · ACM Transactions on Recommender Systems · 2023 · 73 citations · Full text

Engineering, Behavioral Decision Making, Value Theory +23

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 · 44 citations

Machine Learning Explainability for External Stakeholders

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

Artificial Intelligence, Engineering, Machine Learning +16

"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

Demographic Data Collection, Engineering, Discrimination +19