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cs.LG2026
Learning Who to Treat When Treatment is Missing
Johnna Sundberg, Rayid Ghani, Eli Ben-Michael +1
Policy learning methods are increasingly used to inform treatment allocation under budget constraints. Most proposed methods assume complete treatment data, yet applications freque…
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…