E-Commerce Promotions Personalization via Online Multiple-Choice
Knapsack with Uplift Modeling

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E-Commerce Promotions Personalization via Online Multiple-Choice Knapsack with Uplift Modeling

11 August 2021

Dmitri Goldenberg

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Papers citing "E-Commerce Promotions Personalization via Online Multiple-Choice Knapsack with Uplift Modeling"

14 / 14 papers shown

Title
ADT4Coupons: An Innovative Framework for Sequential Coupon Distribution in E-commerce Li Kong Bingzhe Wang Zhou Chen Suhan Hu Yuchao Ma Qi Qi Suoyuan Song Bicheng Jin OffRL 36 0 0 08 Aug 2025
Hidden Representation Clustering with Multi-Task Representation Learning towards Robust Online Budget Allocation Xiaohan Wang Yu Zhang Guibin Jiang Bing Cheng Wei Lin 88 0 0 01 Jun 2025
Segment Discovery: Enhancing E-commerce Targeting Qiqi Li Roopali Singh Charin Polpanumas Tanner Fiez Namita Kumar Shreya Chakrabarti 96 1 0 31 Dec 2024
ACQ: A Unified Framework for Automated Programmatic Creativity in Online Advertising R. Wang Kai Liu Bingjie Li Yu Rong Qingpeng Cai Fei Pan Peng Jiang 114 0 0 09 Dec 2024
End-to-End Cost-Effective Incentive Recommendation under Budget Constraint with Uplift Modeling Zexu Sun Hao Yang Dugang Liu Yunpeng Weng Xing Tang Xiuqiang He OffRL 91 6 0 21 Aug 2024
Decision Focused Causal Learning for Direct Counterfactual Marketing Optimization Hao Zhou Rongxiao Huang Shaoming Li Guibin Jiang Jiaqi Zheng Bing Cheng Wei Lin 102 6 0 18 Jul 2024
Benchmarking for Deep Uplift Modeling in Online Marketing Dugang Liu Xing Tang Yang Qiao Miao Liu Zexu Sun Xiuqiang He Zhong Ming 105 1 0 01 Jun 2024
Maximizing the Success Probability of Policy Allocations in Online Systems Artem Betlei Mariia Vladimirova Mehdi Sebbar Nicolas Urien Thibaud Rahier Benjamin Heymann OffRL 56 3 0 26 Dec 2023
Uplift Modeling: from Causal Inference to Personalization Felipe Moraes Hugo Manuel Proença A. Kornilova Javier Albert Dmitri Goldenberg CML 61 11 0 17 Aug 2023
Incremental Profit per Conversion: a Response Transformation for Uplift Modeling in E-Commerce Promotions Hugo Manuel Proença Felipe Moraes 90 3 0 23 Jun 2023
Explicit Feature Interaction-aware Uplift Network for Online Marketing Dugang Liu Xing Tang Han Gao Fuyuan Lyu Xiuqiang He 84 24 0 01 Jun 2023
An End-to-End Framework for Marketing Effectiveness Optimization under Budget Constraint Ziang Yan Shusen Wang Guorui Zhou Jingjian Lin Peng Jiang OffRL 59 9 0 09 Feb 2023
Personalized Promotion Decision Making Based on Direct and Enduring Effect Predictions Jie Yang Yilin Li Deddy Jobson 46 5 0 23 Jul 2022
Free Lunch! Retrospective Uplift Modeling for Dynamic Promotions Recommendation within ROI Constraints Dmitri Goldenberg Javier Albert Lucas Bernardi PabloA . Estevez 103 36 0 14 Aug 2020

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