Bounded Individualized Treatment Effect: A Novel Approach for Uplift Modeling
The advent of artificial intelligence has greatly facilitated the prediction of individualized treatment effects, expanding the field of causal inference beyond the traditional realm of econometric studies. This shift has enabled prescription of personalized treatments via predictive analytics, allo...
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| Main Authors: | Catalina Sanchez, Carla Vairetti, Kristof Coussement, Sebastian Maldonado |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
IEEE
2025-01-01
|
| Series: | IEEE Access |
| Subjects: | |
| Online Access: | https://ieeexplore.ieee.org/document/11126441/ |
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