Novel Ordering-based Approaches for Causal Structure Learning in the Presence of Unobserved Variables

14 August 2022

Papers citing "Novel Ordering-based Approaches for Causal Structure Learning in the Presence of Unobserved Variables"

6 / 6 papers shown

Title
QWO: Speeding Up Permutation-Based Causal Discovery in LiGAMs Mohammad Shahverdikondori Ehsan Mokhtarian Negar Kiyavash CML 54 0 0 30 Oct 2024
Local Causal Structure Learning in the Presence of Latent Variables Feng Xie Zheng Li Peng Wu Yan Zeng Chunchen Liu Zhi Geng CML 90 2 0 25 May 2024
Recursive Causal Discovery Ehsan Mokhtarian Sepehr Elahi S. Akbari Negar Kiyavash CML 77 2 0 14 Mar 2024
Learning Linear Gaussian Polytree Models with Interventions D. Tramontano L. Waldmann Mathias Drton Eliana Duarte 48 0 0 08 Nov 2023
s-ID: Causal Effect Identification in a Sub-Population Amir Mohammad Abouei Ehsan Mokhtarian Negar Kiyavash CML 53 3 0 05 Sep 2023
A Unified Experiment Design Approach for Cyclic and Acyclic Causal Models Ehsan Mokhtarian Saber Salehkaleybar AmirEmad Ghassami Negar Kiyavash 89 3 0 20 May 2022