97 citations · 122 across the 15 of their papers we have counts for
6 papers · 1 filter
Compliant But Unsatisfactory: The Gap Between Auditing Standards and Practices for Probabilistic Genotyping Software
Angela Jin, Alexander Asemota, Dan E. Krane +2
AI governance efforts increasingly rely on audit standards: agreed-upon practices for conducting audits. However, poorly designed standards can hide and lend credibility to inadequ…
Policy Design in Long-Run Welfare Dynamics
Jiduan Wu, Rediet Abebe, Moritz Hardt +1
Improving social welfare is a complex challenge requiring policymakers to optimize objectives across multiple time horizons. Evaluating the impact of such policies presents a funda…
Difficult Lessons on Social Prediction from Wisconsin Public Schools
Juan C. Perdomo, Tolani Britton, Moritz Hardt +1
Early warning systems (EWS) are predictive tools at the center of recent efforts to improve graduation rates in public schools across the United States. These systems assist in tar…
Narratives and Counternarratives on Data Sharing in Africa
Rediet Abebe, Kehinde Aruleba, Abeba Birhane +4
As machine learning and data science applications grow ever more prevalent, there is an increased focus on data sharing and open data initiatives, particularly in the context of th…
Roles for Computing in Social Change
Rediet Abebe, Solon Barocas, Jon Kleinberg +3
A recent normative turn in computer science has brought concerns about fairness, bias, and accountability to the core of the field. Yet recent scholarship has warned that much of t…
Using Search Queries to Understand Health Information Needs in Africa
Rediet Abebe, Shawndra Hill, Jennifer Wortman Vaughan +2
The lack of comprehensive, high-quality health data in developing nations creates a roadblock for combating the impacts of disease. One key challenge is understanding the health in…