A Recursive Markov Boundary-Based Approach to Causal Structure Learning

10 October 2020

Papers citing "A Recursive Markov Boundary-Based Approach to Causal Structure Learning"

6 / 6 papers shown

Title
SNAP: Sequential Non-Ancestor Pruning for Targeted Causal Effect Estimation With an Unknown Graph Mátyás Schubert Tom Claassen Sara Magliacane CML 71 0 0 11 Feb 2025
Learning Linear Gaussian Polytree Models with Interventions D. Tramontano L. Waldmann Mathias Drton Eliana Duarte 39 0 0 08 Nov 2023
Learning Bayesian Networks in the Presence of Structural Side Information Ehsan Mokhtarian S. Akbari Fatemeh Jamshidi Jalal Etesami Negar Kiyavash 21 16 0 20 Dec 2021
Causal Effect Identification with Context-specific Independence Relations of Control Variables Ehsan Mokhtarian Fatemeh Jamshidi D. Dhami Kristian Kersting CML 9 9 0 22 Oct 2021
Recursive Causal Structure Learning in the Presence of Latent Variables and Selection Bias S. Akbari Ehsan Mokhtarian AmirEmad Ghassami Negar Kiyavash CML 11 24 0 22 Oct 2021
Causal Inference and Causal Explanation with Background Knowledge Christopher Meek CML 216 626 0 20 Feb 2013