Optimal transport weights for causal inference

5 September 2021

Papers citing "Optimal transport weights for causal inference"

8 / 8 papers shown

Title
Proximity Matters: Local Proximity Preserved Balancing for Treatment Effect Estimation Hao Wang Zhichao Chen Yuan Shen Jiajun Fan Zhaoran Liu Degui Yang Xinggao Liu Haoxuan Li 38 0 0 01 Jul 2024
Estimating Long-term Heterogeneous Dose-response Curve: Generalization Bound Leveraging Optimal Transport Weights Zeqin Yang Weilin Chen Ruichu Cai Yuguang Yan Zhifeng Hao Zhipeng Yu Zhichao Zou Zhen Peng Zhen Peng Jiecheng Guo 54 3 0 27 Jun 2024
Revisiting Counterfactual Regression through the Lens of Gromov-Wasserstein Information Bottleneck Hao Yang Zexu Sun Hongteng Xu Xu Chen 35 3 0 24 May 2024
Optimal Transport for Treatment Effect Estimation Hao Wang Zhichao Chen Jiajun Fan Haoxuan Li Tianqiao Liu Weiming Liu Quanyu Dai Yichao Wang Zhenhua Dong Ruiming Tang OT CML 30 35 0 27 Oct 2023
A Causal Inference Framework for Leveraging External Controls in Hybrid Trials M. Valancius Herbert Pang Jiawen Zhu Stephen R. Cole M. J. Funk Michael R. Kosorok CML 35 3 0 15 May 2023
Matching for causal effects via multimarginal unbalanced optimal transport F. Gunsilius Yuliang Xu CML OT 27 5 0 08 Dec 2021
Entropic estimation of optimal transport maps Aram-Alexandre Pooladian Jonathan Niles-Weed OT 82 105 0 24 Sep 2021
Reweighting samples under covariate shift using a Wasserstein distance criterion J. Reygner A. Touboul 25 2 0 19 Oct 2020