On counterfactual inference with unobserved confounding

14 November 2022

Papers citing "On counterfactual inference with unobserved confounding"

8 / 8 papers shown

Title
Learning Counterfactual Outcomes Under Rank Preservation Peng Wu Haoxuan Li Chunyuan Zheng Yan Zeng Jiawei Chen Yang Liu Ruocheng Guo Kaipeng Zhang 70 0 0 10 Feb 2025
Two-way Deconfounder for Off-policy Evaluation in Causal Reinforcement Learning Shuguang Yu Shuxing Fang Ruixin Peng Zhengling Qi Fan Zhou C. Shi CML OffRL 82 1 0 08 Dec 2024
Learning Counterfactual Distributions via Kernel Nearest Neighbors Kyuseong Choi Jacob Feitelberg Anish Agarwal Raaz Dwivedi OOD OffRL 39 0 0 17 Oct 2024
Teleporter Theory: A General and Simple Approach for Modeling Cross-World Counterfactual Causality Jiangmeng Li Bin Qin Qirui Ji Yi Li Jingyao Wang Jianwen Cao Fanjiang Xu 49 0 0 17 Jun 2024
On Computationally Efficient Learning of Exponential Family Distributions Abhin Shah Devavrat Shah G. Wornell 44 0 0 12 Sep 2023
Towards Characterizing Domain Counterfactuals For Invertible Latent Causal Models Zeyu Zhou Ruqi Bai Sean Kulinski Murat Kocaoglu David I. Inouye CML 24 1 0 20 Jun 2023
Causal Inference out of Control: Estimating the Steerability of Consumption Gary Cheng Moritz Hardt Celestine Mendler-Dünner CML 37 1 0 10 Feb 2023
Counterfactual Identifiability of Bijective Causal Models Arash Nasr-Esfahany MohammadIman Alizadeh Devavrat Shah CML BDL 35 26 0 04 Feb 2023