Leveraging directed causal discovery to detect latent common causes

22 October 2019

Papers citing "Leveraging directed causal discovery to detect latent common causes"

7 / 7 papers shown

Title
Estimating long-term causal effects from short-term experiments and long-term observational data with unobserved confounding Graham W. Van Goffrier Lucas Maystre Ciarán M. Gilligan-Lee CML 38 11 0 21 Feb 2023
Non-parametric identifiability and sensitivity analysis of synthetic control models Jakob Zeitler Athanasios Vlontzos Ciarán M. Gilligan-Lee CML 27 6 0 18 Jan 2023
Discovering Ancestral Instrumental Variables for Causal Inference from Observational Data Debo Cheng Jiuyong Li Lin Liu Kui Yu Thuc Duy Lee Hefei University of Technology CML 24 14 0 04 Jun 2022
Latent Causal Invariant Model Xinwei Sun Botong Wu Xiangyu Zheng Chang-Shu Liu Wei Chen Tao Qin Tie-Yan Liu OOD CML BDL 16 14 0 04 Nov 2020
Learning Causal Semantic Representation for Out-of-Distribution Prediction Chang-Shu Liu Xinwei Sun Jindong Wang Haoyue Tang Tao Li Tao Qin Wei Chen Tie-Yan Liu CML OODD OOD 35 104 0 03 Nov 2020
NestedVAE: Isolating Common Factors via Weak Supervision M. Vowels Necati Cihan Camgöz Richard Bowden CML DRL 26 21 0 26 Feb 2020
Causal Inference in the Presence of Latent Variables and Selection Bias Peter Spirtes Christopher Meek Thomas S. Richardson CML 147 437 0 20 Feb 2013