A new class of generative classifiers based on staged tree models

26 December 2020

Papers citing "A new class of generative classifiers based on staged tree models"

12 / 12 papers shown

Title
Highly Efficient Structural Learning of Sparse Staged Trees Manuele Leonelli Gherardo Varando 66 13 0 14 Jun 2022
Structural Learning of Simple Staged Trees Manuele Leonelli Gherardo Varando CML 36 11 0 08 Mar 2022
Staged trees and asymmetry-labeled DAGs Gherardo Varando Federico Carli Manuele Leonelli 46 13 0 04 Aug 2021
Context-Specific Causal Discovery for Categorical Data Using Staged Trees Manuele Leonelli Gherardo Varando CML 49 19 0 08 Jun 2021
The curved exponential family of a staged tree Christiane Görgen Manuele Leonelli Orlando Marigliano 31 12 0 29 Oct 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 50 16 0 23 Oct 2020
The R Package stagedtrees for Structural Learning of Stratified Staged Trees Federico Carli Manuele Leonelli Eva Riccomagno Gherardo Varando 42 33 0 14 Apr 2020
Sensitivity analysis beyond linearity Manuele Leonelli 24 16 0 20 Dec 2018
Labeled Directed Acyclic Graphs: a generalization of context-specific independence in directed graphical models J. Pensar Henrik J. Nyman T. Koski J. Corander 77 51 0 04 Oct 2013
Context-Specific Independence in Bayesian Networks Craig Boutilier N. Friedman M. Goldszmidt D. Koller 183 822 0 13 Feb 2013
Exploiting Contextual Independence In Probabilistic Inference David Poole N. Zhang TPM UQCV 78 163 0 24 Jun 2011
Bayesian MAP Model Selection of Chain Event Graphs Guy Freeman Jim Q. Smith BDL 78 56 0 06 Apr 2009