Causal Inference with Conditional Front-Door Adjustment and Identifiable Variational Autoencoder

3 October 2023

Papers citing "Causal Inference with Conditional Front-Door Adjustment and Identifiable Variational Autoencoder"

5 / 5 papers shown

Title
Conditional Front-door Adjustment for Heterogeneous Treatment Assignment Effect Estimation Under Non-adherence Winston Chen Trenton Chang Jenna Wiens CML 41 0 0 08 May 2025
Long-Term Individual Causal Effect Estimation via Identifiable Latent Representation Learning Ruichu Cai Junjie Wan Weilin Chen Zeqin Yang Zijian Li Peng Zhen Jiecheng Guo CML 49 0 0 08 May 2025
Deep Causal Learning: Representation, Discovery and Inference Zizhen Deng Xiaolong Zheng Hu Tian D. Zeng CML BDL 26 11 0 07 Nov 2022
Finding and Listing Front-door Adjustment Sets H. Jeong Jin Tian Elias Bareinboim 20 7 0 11 Oct 2022
Learning Representations for Counterfactual Inference Fredrik D. Johansson Uri Shalit David Sontag CML OOD BDL 210 719 0 12 May 2016