New econometrics paper details fairness-accuracy frontier inference

This paper introduces a method for identifying and inferring the fairness-accuracy frontier, a concept crucial in econometrics. The proposed techniques allow for hypothesis testing and the construction of confidence sets for this frontier, particularly when outcome data is only available for a subset of individuals. The research provides a characterization of the identification region for the FA-frontier under specific selection processes and loss measurements, with extensions to broader loss functions currently in progress. AI

RANK_REASON The cluster contains a single academic paper published on arXiv, detailing new theoretical results in econometrics. [lever_c_demoted from research: ic=1 ai=0.4]

Read on arXiv cs.LG →

• alphaXiv
• arXiv
• arXivLabs
• CatalyzeX Code Finder for Papers
• CORE Recommender
• DagsHub
• econometrics
• FA-frontier
• Gotit.pub
• Hugging Face
• Influence Flower
• ScienceCast

• paper
• other

AI-generated summary · Google Gemini · from 1 sources. How we write summaries →