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News/Budget-Constrained Causal Bandits: Bridging Uplift Modeling and Sequential Decision-Making
arxiv
PublishedAugust 31, 2026 at 4:00 AM

Budget-Constrained Causal Bandits: Bridging Uplift Modeling and Sequential Decision-Making

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Publisher summary· verbatim

arXiv:2604.26169v2 Announce Type: replace Abstract: Treatment allocation under budget constraints is a central challenge in digital advertising. The standard approach trains an offline uplift model on historical data, then solves a constrained optimization to allocate budget. This fails in cold-star

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