Context-Specific Causal Discovery for Categorical Data Using Staged Trees

8 June 2021

Papers citing "Context-Specific Causal Discovery for Categorical Data Using Staged Trees"

6 / 6 papers shown

Title
OCDB: Revisiting Causal Discovery with a Comprehensive Benchmark and Evaluation Framework Wei Zhou Hong Huang Guowen Zhang Ruize Shi Kehan Yin Yuanyuan Lin Bang Liu CML 55 1 0 07 Jun 2024
Context-Specific Refinements of Bayesian Network Classifiers Manuele Leonelli Gherardo Varando BDL 37 0 0 28 May 2024
Learning and interpreting asymmetry-labeled DAGs: a case study on COVID-19 fear Manuele Leonelli Gherardo Varando CML 39 6 0 02 Jan 2023
Highly Efficient Structural Learning of Sparse Staged Trees Manuele Leonelli Gherardo Varando 29 13 0 14 Jun 2022
Staged trees and asymmetry-labeled DAGs Gherardo Varando Federico Carli Manuele Leonelli 31 13 0 04 Aug 2021
Learning from Pairwise Marginal Independencies J. Textor Alexander Idelberger Maciej Liskiewicz CML 28 10 0 02 Aug 2015