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KDSM: An uplift modeling framework based on knowledge distillation and sample matching
The teacher model is the uplift decision tree (UpliftDT), whose structure is exploited to construct counterfactual sample pairs, and the pairwise incremental prediction is treated as another objective for the student model.
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