MissDeepCausal: Causal Inference from Incomplete Data Using Deep Latent Variable Models

25 February 2020

Papers citing "MissDeepCausal: Causal Inference from Incomplete Data Using Deep Latent Variable Models"

4 / 4 papers shown

Title
Deep Multi-Modal Structural Equations For Causal Effect Estimation With Unstructured Proxies Shachi Deshpande Kaiwen Wang Dhruv Sreenivas Zheng Li Volodymyr Kuleshov CML SyDa 16 11 0 18 Mar 2022
A Critical Look at the Consistency of Causal Estimation With Deep Latent Variable Models Severi Rissanen Pekka Marttinen CML 20 26 0 12 Feb 2021
Causal Discovery from Incomplete Data using An Encoder and Reinforcement Learning Xiaoshui Huang Fujin Zhu Lois Holloway Ali Haidar CML 14 10 0 09 Jun 2020
Learning Representations for Counterfactual Inference Fredrik D. Johansson Uri Shalit David Sontag CML OOD BDL 232 719 0 12 May 2016