Staged trees and asymmetry-labeled DAGs

v1v2 (latest)

Staged trees and asymmetry-labeled DAGs

4 August 2021

Gherardo Varando

Manuele Leonelli

ArXiv (abs)PDF HTML

Papers citing "Staged trees and asymmetry-labeled DAGs"

10 / 10 papers shown

Title
Structural Learning of Simple Staged Trees Manuele Leonelli Gherardo Varando CML 41 11 0 08 Mar 2022
Context-Specific Causal Discovery for Categorical Data Using Staged Trees Manuele Leonelli Gherardo Varando CML 52 19 0 08 Jun 2021
A new class of generative classifiers based on staged tree models Federico Carli Manuele Leonelli Gherardo Varando 43 11 0 26 Dec 2020
Algorithms for Causal Reasoning in Probability Trees Tim Genewein Tom McGrath Grégoire Delétang Vladimir Mikulik Miljan Martic Shane Legg Pedro A. Ortega TPM CML 55 16 0 23 Oct 2020
A New Perspective on Learning Context-Specific Independence Yujia Shen Arthur Choi Adnan Darwiche 35 8 0 12 Jun 2020
Bayesian Networks in Healthcare: Distribution by Medical Condition S. McLachlan Kudakwashe Dube G. Hitman Norman E. Fenton E. Kyrimi 47 130 0 01 Feb 2020
Labeled Directed Acyclic Graphs: a generalization of context-specific independence in directed graphical models J. Pensar Henrik J. Nyman T. Koski J. Corander 79 51 0 04 Oct 2013
Learning Bayesian Networks with Local Structure N. Friedman M. Goldszmidt 95 598 0 13 Feb 2013
Context-Specific Independence in Bayesian Networks Craig Boutilier N. Friedman M. Goldszmidt D. Koller 191 822 0 13 Feb 2013
Learning Bayesian Networks with the bnlearn R Package M. Scutari BDL 169 1,733 0 26 Aug 2009