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08/17/2023
Uplift Modeling: from Causal Inference to Personalization
Uplift modeling is a collection of machine learning techniques for estim...
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06/23/2023
Incremental Profit per Conversion: a Response Transformation for Uplift Modeling in E-Commerce Promotions
Promotions play a crucial role in e-commerce platforms, and various cost...
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03/25/2021
Robust subgroup discovery
We introduce the problem of robust subgroup discovery, i.e., finding a s...
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06/16/2020
Discovering outstanding subgroup lists for numeric targets using MDL
The task of subgroup discovery (SD) is to find interpretable description...
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05/01/2019