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Online Individualized Treatment Selection under Partial Feedback: False Discovery Control and Minimax Optimality

arXiv:2610.16464v1 Announce Type: new Abstract: We study online individualized treatment selection when only the outcome under the assigned treatment is observed. Our objective is to preferentially treat individuals whose potential outcomes under treatment exceed a covariate-specific control refere…

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  1. 2026-10-14 04:00 · arXiv stat.ML
    Online Individualized Treatment Selection under Partial Feedback: False Discovery Control and Minimax Optimality

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