Showing cs.LGShow all
2 papers · 1 filter
cs.LG2024
Comparing Targeting Strategies for Maximizing Social Welfare with Limited Resources
Vibhhu Sharma, Bryan Wilder
Machine learning is increasingly used to select which individuals receive limited-resource interventions in domains such as human services, education, development, and more. Howeve…
cs.LG2024
Learning treatment effects while treating those in need
Bryan Wilder, Pim Welle
Many social programs attempt to allocate scarce resources to people with the greatest need. Indeed, public services increasingly use algorithmic risk assessments motivated by this…