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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Bibliographic Details
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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