Highly Efficient Structural Learning of Sparse Staged Trees

14 June 2022

Papers citing "Highly Efficient Structural Learning of Sparse Staged Trees"

13 / 13 papers shown

Title
Structural Learning of Simple Staged Trees Manuele Leonelli Gherardo Varando CML 29 11 0 08 Mar 2022
Staged trees and asymmetry-labeled DAGs Gherardo Varando Federico Carli Manuele Leonelli 38 13 0 04 Aug 2021
Context-Specific Causal Discovery for Categorical Data Using Staged Trees Manuele Leonelli Gherardo Varando CML 42 19 0 08 Jun 2021
A new class of generative classifiers based on staged tree models Federico Carli Manuele Leonelli Gherardo Varando 29 11 0 26 Dec 2020
Algebraic geometry of discrete interventional models Eliana Duarte Liam Solus 52 6 0 07 Dec 2020
The curved exponential family of a staged tree Christiane Görgen Manuele Leonelli Orlando Marigliano 16 12 0 29 Oct 2020
The R Package stagedtrees for Structural Learning of Stratified Staged Trees Federico Carli Manuele Leonelli Eva Riccomagno Gherardo Varando 21 33 0 14 Apr 2020
Learning Bayesian Networks with Local Structure N. Friedman M. Goldszmidt 74 598 0 13 Feb 2013
Context-Specific Independence in Bayesian Networks Craig Boutilier N. Friedman M. Goldszmidt D. Koller 162 823 0 13 Feb 2013
A Bayesian Approach to Learning Bayesian Networks with Local Structure D. M. Chickering David Heckerman Christopher Meek TPM 351 396 0 06 Feb 2013
Learning Bayesian Network Structure from Massive Datasets: The "Sparse Candidate" Algorithm N. Friedman I. Nachman Dana Peér 156 652 0 23 Jan 2013
Learning Bayesian Networks with the bnlearn R Package M. Scutari BDL 155 1,729 0 26 Aug 2009
Bayesian MAP Model Selection of Chain Event Graphs Guy Freeman Jim Q. Smith BDL 75 56 0 06 Apr 2009