Uplift Modeling for Multiple Treatments with Cost Optimization

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Uplift Modeling for Multiple Treatments with Cost Optimization

14 August 2019

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Papers citing "Uplift Modeling for Multiple Treatments with Cost Optimization"

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Title
Segment Discovery: Enhancing E-commerce Targeting Qiqi Li Roopali Singh Charin Polpanumas Tanner Fiez Namita Kumar Shreya Chakrabarti 76 1 0 31 Dec 2024
Incremental Profit per Conversion: a Response Transformation for Uplift Modeling in E-Commerce Promotions Hugo Manuel Proença Felipe Moraes 56 1 0 23 Jun 2023
Device-Cloud Collaborative Recommendation via Meta Controller Jiangchao Yao Feng Wang Xichen Ding Shaohu Chen Bo Han Jingren Zhou Hongxia Yang 104 18 0 07 Jul 2022
Generalized Causal Tree for Uplift Modeling Preetam Nandy Xiufan Yu Wanjun Liu Ye Tu Kinjal Basu S. Chatterjee CML 72 4 0 04 Feb 2022
LBCF: A Large-Scale Budget-Constrained Causal Forest Algorithm Meng Ai Biao Li Heyang Gong Qingwei Yu S. Xue Yuan Zhang Yunzhou Zhang Peng Jiang CML OffRL 54 19 0 29 Jan 2022
Machine learning reveals how personalized climate communication can both succeed and backfire Totte Harinen Alex Filipowicz Shabnam Hakimi Rumen Iliev M. Klenk Emily S. Sumner AI4CE 51 5 0 10 Sep 2021
To do or not to do: cost-sensitive causal decision-making Diego Olaya Wouter Verbeke Jente Van Belle M. Guerry CML 63 4 0 05 Jan 2021
Process Mining Meets Causal Machine Learning: Discovering Causal Rules from Event Logs Z. Bozorgi Irene Teinemaa Marlon Dumas M. Rosa Artem Polyvyanyy CML AI4TS 38 45 0 03 Sep 2020
Free Lunch! Retrospective Uplift Modeling for Dynamic Promotions Recommendation within ROI Constraints Dmitri Goldenberg Javier Albert Lucas Bernardi PabloA . Estevez 73 32 0 14 Aug 2020