Learning Linear Non-Gaussian Causal Models in the Presence of Latent Variables

11 August 2019

Papers citing "Learning Linear Non-Gaussian Causal Models in the Presence of Latent Variables"

7 / 7 papers shown

Title
Causal Effect Identification in Heterogeneous Environments from Higher-Order Moments Yaroslav Kivva S. Akbari Saber Salehkaleybar Negar Kiyavash CML 29 0 0 13 Jun 2025
Causal Effect Identification in lvLiNGAM from Higher-Order Cumulants D. Tramontano Yaroslav Kivva Saber Salehkaleybar Mathias Drton Negar Kiyavash CML 103 0 0 05 Jun 2025
A Skewness-Based Criterion for Addressing Heteroscedastic Noise in Causal Discovery Yingyu Lin Yuxing Huang Wenqin Liu Haoran Deng Ignavier Ng Kun Zhang Biwei Huang Yi-An Ma Zhen Zhang 110 1 0 08 Oct 2024
A Cross-Moment Approach for Causal Effect Estimation Yaroslav Kivva Saber Salehkaleybar Negar Kiyavash CML 79 6 0 09 Jun 2023
Confounder Balancing for Instrumental Variable Regression with Latent Variable Anpeng Wu Kun Kuang Ruoxuan Xiong Bo Li Leilei Gan CML 81 0 0 18 Nov 2022
Causal Discovery in Linear Latent Variable Models Subject to Measurement Error Yuqin Yang AmirEmad Ghassami M. Nafea Negar Kiyavash Kun Zhang I. Shpitser CML 37 8 0 08 Nov 2022
Causal Discovery in Linear Structural Causal Models with Deterministic Relations Yuqin Yang M. Nafea AmirEmad Ghassami Negar Kiyavash CML 32 3 0 30 Oct 2021