CanniUplift mitigates cross-seller substitution and non-redemption noise in e-commerce uplift modeling via a global GMV alignment loss and a redemption-based outcome decomposition, improving platform-wide incremental GMV.
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CanniUplift: A Holistic Framework for Mitigating Seller and Incentive Cannibalization in E-commerce Uplift Modeling
CanniUplift mitigates cross-seller substitution and non-redemption noise in e-commerce uplift modeling via a global GMV alignment loss and a redemption-based outcome decomposition, improving platform-wide incremental GMV.