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A. Pillai

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#machine learning Apr 2026

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

Budget-Constrained Causal Bandits (BCCB), an online framework that learns which users respond to ads while simultaneously spending the budget, is proposed and results give practitioners a concrete decision rule for choosing between offline and online paradigms.

A. Pillai · arXiv.org · 0 citations