2 papers
cs.CY2026
Hidden Errors in Big Data: The Case of Property Records
Evelyn Smith, Emma Harvey, Jacob Goldin +1
Big data are the foundation for an increasing share of academic research and AI models deployed in both the public and private sectors, prompting substantial growth over time in re…
cs.CY2026
Tradeoffs are Domain Dependent: Improving Accuracy and Fairness in Property Tax Assessments
Evelyn Smith, Emma Harvey, Christopher Berry +2
Algorithmic fairness research often assumes a tradeoff between fairness and accuracy. Yet this tradeoff may not be universal. We test this assumption in the context of U.S. propert…