3 papers
cs.LG2026
Learning Treatment Effects during Resource Allocation via Priority-Queue Randomization
JungHo Lee, Johnna Sundberg, Pim Welle +1
Public service programs often allocate limited resources under uncertainty about their benefits, creating a need for randomization to support credible evaluation. In practice, howe…
cs.LG2025
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…
cs.AI2025
The Impact of Medication Non-adherence on Adverse Outcomes: Evidence from Schizophrenia Patients via Survival Analysis
Shahriar Noroozizadeh, Pim Welle, Jeremy C. Weiss +1
This study quantifies the association between non-adherence to antipsychotic medications and adverse outcomes in individuals with schizophrenia. We frame the problem using survival…