222 citations · 277 across the 6 of their papers we have counts for
6 papers
Arbitrariness and Social Prediction: The Confounding Role of Variance in Fair Classification
A. Feder Cooper, Katherine Lee, Madiha Zahrah Choksi +6
Variance in predictions across different trained models is a significant, under-explored source of error in fair binary classification. In practice, the variance on some data examp…
Forecasting AI Progress: Evidence from a Survey of Machine Learning Researchers
Baobao Zhang, Noemi Dreksler, Markus Anderljung +4
Advances in artificial intelligence (AI) are shaping modern life, from transportation, health care, science, finance, to national defense. Forecasts of AI development could help im…
Ethics and Governance of Artificial Intelligence: Evidence from a Survey of Machine Learning Researchers
Baobao Zhang, Markus Anderljung, Lauren Kahn +3
Machine learning (ML) and artificial intelligence (AI) researchers play an important role in the ethics and governance of AI, including taking action against what they perceive to…
Skilled and Mobile: Survey Evidence of AI Researchers' Immigration Preferences
Remco Zwetsloot, Baobao Zhang, Noemi Dreksler +4
Countries, companies, and universities are increasingly competing over top-tier artificial intelligence (AI) researchers. Where are these researchers likely to immigrate and what a…
U.S. Public Opinion on the Governance of Artificial Intelligence
Baobao Zhang, Allan Dafoe
Artificial intelligence (AI) has widespread societal implications, yet social scientists are only beginning to study public attitudes toward the technology. Existing studies find t…
When Will AI Exceed Human Performance? Evidence from AI Experts
Katja Grace, John Salvatier, Allan Dafoe +2
Advances in artificial intelligence (AI) will transform modern life by reshaping transportation, health, science, finance, and the military. To adapt public policy, we need to bett…