Qini-based uplift regression

Author:

Belbahri Mouloud1,Murua Alejandro1,Gandouet Olivier2,Partovi Nia Vahid3

Affiliation:

1. Département de mathématiques et de statistique, Université de Montréal

2. Advanced Analytics, Research and Development, TD Insurance

3. Department of Mathematics and Industrial Engineering, École Polytechnique de Montréal

Publisher

Institute of Mathematical Statistics

Subject

Statistics, Probability and Uncertainty,Modeling and Simulation,Statistics and Probability

Cited by 6 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. M3TN: Multi-Gate Mixture-of-Experts Based Multi-Valued Treatment Network for Uplift Modeling;ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP);2024-04-14

2. Individualized Treatment Effects of Oxygen Targets in Mechanically Ventilated Critically Ill Adults;JAMA;2024-04-09

3. Towards Effective and Efficient Multi-valued Treatment Uplift Modeling in Online Marketing;Lecture Notes in Computer Science;2024

4. Robustness-enhanced Uplift Modeling with Adversarial Feature Desensitization;2023 IEEE International Conference on Data Mining (ICDM);2023-12-01

5. Predicting Potential Customers in Direct Marketing Using Uplift Modelling and Advanced Machine Learning;2023 International Conference on Computer and Applications (ICCA);2023-11-28

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