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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.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…