AI RESEARCH
Learning Treatment Effects during Resource Allocation via Priority-Queue Randomization
arXiv CS.LG
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ArXi:2605.25169v1 Announce Type: new Public service programs often allocate limited resources under uncertainty about their benefits, creating a need for randomization to credible evaluation. In practice, however, applicants commonly enter waitlists where resources are prioritized toward individuals judged to have higher need through tiered priority queues, making direct randomization difficult.