A Large Scale Benchmark for Individual Treatment Effect Prediction and Uplift Modeling

19 November 2021

Papers citing "A Large Scale Benchmark for Individual Treatment Effect Prediction and Uplift Modeling"

8 / 8 papers shown

Title
Applied Causal Inference Powered by ML and AI Victor Chernozhukov Christian Hansen Nathan Kallus Martin Spindler Vasilis Syrgkanis CML 36 29 0 04 Mar 2024
Maximizing the Success Probability of Policy Allocations in Online Systems Artem Betlei Mariia Vladimirova Mehdi Sebbar Nicolas Urien Thibaud Rahier Benjamin Heymann OffRL 16 1 0 26 Dec 2023
The impact of heteroskedasticity on uplift modeling B. Bokelmann Stefan Lessmann 21 0 0 08 Dec 2023
Anytime-valid inference in N-of-1 trials Ivana Malenica Yongyi Guo Kyra Gan Stefan Konigorski 19 0 0 13 Sep 2023
Explicit Feature Interaction-aware Uplift Network for Online Marketing Dugang Liu Xing Tang Han Gao Fuyuan Lyu Xiuqiang He 22 15 0 01 Jun 2023
KDSM: An uplift modeling framework based on knowledge distillation and sample matching Chang Sun Qianying Li Guanxiang Wang S. Xu Yitong Liu 22 0 0 06 Mar 2023
Improving uplift model evaluation on RCT data B. Bokelmann Stefan Lessmann 19 0 0 05 Oct 2022
Revisiting Classifier Two-Sample Tests David Lopez-Paz Maxime Oquab 78 390 0 20 Oct 2016