Uplift Modeling

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13 papers1 paper in the last four weeks, against 1 the four weeks before. 0.0% of all new papers.

  1. LCM-Promo: An LLM-Based Uplift Model for Promotion Allocation

    Oct 27, 2026Nesta Midavaine, Floris Fok, Paulo Mendes +4Uplift ModelingConversion Rate Prediction

    Prosus, Amsterdam, The Netherlands · iFood, São Paulo, Brazil

  2. UpliftMem: Learning Set-Level Uplift for Agent Memory Retrieval

    Sep 29, 2026Mengkun Liang, Haoran Qiang, Guannan Liu +1LLM Agent MemoryUplift Modeling

    MIIT Key Laboratory of Data and Decision Intelligence Beihang University Beijing, China

  3. UpliftBench: Revealing Outcome-Regime and Objective Mismatch in Uplift Evaluation

    Aug 2, 2026Binshuang LiConditional Average Treatment Effect EstimationBenchmark Design

    Independent Researcher USA

  4. CanniUplift: A Holistic Framework for Mitigating Seller and Incentive Cannibalization in E-commerce Uplift Modeling

    Jul 6, 2026Zuwang He, Shihao Shu, Yuli Qu +8Causal Effect EstimationUplift Modeling

    Taobao & Tmall Group of Alibaba Beijing, China · Taobao & Tmall Group of Alibaba Hangzhou, Zhejiang, China

  5. Personalizing Marketplace Policies with Competing Objectives and Constrained Experiments: Evidence from a Job Marketplace

    Jun 29, 2026Yufei Wu, Zhen YanUplift ModelingMulti-Objective Optimization

    LinkedIn Corporation · Sunnyvale, CA, USA · Mountain View, CA, USA

  6. Cross-Head Attention Uplift Network with Inverse Propensity Score under Unobserved Confounding

    Jun 25, 2026Haoran Zhang, Chuanpu Li, Yuxin Fu +4Inverse Probability WeightingCausal Effect Estimation

    Center for Applied Statistics and School of Statistics, Renmin University of China, Beijing, China · Alibaba Group, Beijing, China

  7. Budget-Constrained Causal Bandits: Bridging Uplift Modeling and Sequential Decision-Making

    Apr 28, 2026Abhirami PillaiMulti-Armed BanditsCausal Effect Estimation

    utdallas

  8. A Large-Scale Empirical Comparison of Meta-Learners and Causal Forests for Heterogeneous Treatment Effect Estimation in Marketing Uplift Modeling

    Apr 7, 2026Aman SinghUplift ModelingConditional Average Treatment Effect Estimation

  9. VALOR: Value-Aware Revenue Uplift Modeling with Treatment-Gated Representation for B2B Sales

    Apr 2, 2026Vamshi Guduguntla, Kavin Soni, Debanshu DasUplift ModelingConditional Average Treatment Effect Estimation

    Google, California, USA

  10. Evaluating Uplift Modeling under Structural Biases: Insights into Metric Stability and Model Robustness

    Mar 21, 2026Yuxuan Yang, Dugang Liu, Yiyan HuangUplift ModelingIndividualized Treatment Effect Estimation

    College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, Guangdong, China · School of Computing and Information Technology, Great Bay University, Dongguan, Guangdong, China

  11. Orthogonal Uplift Learning with Permutation-Invariant Representations for Combinatorial Treatments

    Feb 23, 2026Xinyan Su, Jiacan Gao, Mingyuan Ma +6Uplift ModelingCausal Effect Estimation

    Didi Chuxing, Beijing, China · School of Statistics, East China Normal University, Shanghai, China · School of Mathematics and Statistics, Beijing Jiaotong University, Beijing, China +2

  12. Hybrid Federated and Split Learning for Privacy Preserving Clinical Prediction and Treatment Optimization

    Feb 17, 2026Farzana Akter, Rakib Hossain, Deb Kanna Roy Toushi +3Uplift ModelingPrivacy-Preserving ML

    Dept. of Information Technology, Washington University of Science and Technology, Alexandria, VA, USA · Cognitive Links LLC, Maryland, USA

  13. Jointly Optimizing Debiased CTR and Uplift for Coupons Marketing: A Unified Causal Framework

    Feb 13, 2026Siyun Yang, Shixiao Yang, Jian Wang +6Causal Effect EstimationOnline Advertising

    Kuaishou Technology Beijing, China · Beijing Institute of Technology Beijing, China · Independent Researcher Beijing, China