LBCF: A Large-Scale Budget-Constrained Causal Forest Algorithm

LBCF: A Large-Scale Budget-Constrained Causal Forest Algorithm

29 January 2022

Papers citing "LBCF: A Large-Scale Budget-Constrained Causal Forest Algorithm"

11 / 11 papers shown

Title
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 64 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 27 1 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 35 1 0 18 Jul 2024
Stable Heterogeneous Treatment Effect Estimation across Out-of-Distribution Populations Yuling Zhang Anpeng Wu Kun Kuang Liang Du Zixun Sun Zhi Wang OODD 34 2 0 03 Jul 2024
Improve ROI with Causal Learning and Conformal Prediction Meng Ai Zhuo Chen Jibin Wang Jing Shang Tao Tao Zhen Li 32 0 0 01 Jul 2024
Answering Causal Queries at Layer 3 with DiscoSCMs-Embracing Heterogeneity Heyang Gong 20 0 0 17 Sep 2023
Incremental Profit per Conversion: a Response Transformation for Uplift Modeling in E-Commerce Promotions Hugo Manuel Proença Felipe Moraes 14 1 0 23 Jun 2023
Explicit Feature Interaction-aware Uplift Network for Online Marketing Dugang Liu Xing Tang Han Gao Fuyuan Lyu Xiuqiang He 20 15 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 13 8 0 09 Feb 2023
Direct Heterogeneous Causal Learning for Resource Allocation Problems in Marketing Hao Zhou Shaoming Li Guibin Jiang Jiaqi Zheng Dong Wang 19 16 0 28 Nov 2022
E-Commerce Promotions Personalization via Online Multiple-Choice Knapsack with Uplift Modeling Javier Albert Dmitri Goldenberg 11 22 0 11 Aug 2021