7 citations · 50 across the 26 of their papers we have counts for
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stat.ML2021★ 1 cited
Staged trees and asymmetry-labeled DAGs
Gherardo Varando, Federico Carli, Manuele Leonelli
Bayesian networks are a widely-used class of probabilistic graphical models capable of representing symmetric conditional independence between variables of interest using the topol…
stat.ME2021★ 2 cited
Context-Specific Causal Discovery for Categorical Data Using Staged Trees
Manuele Leonelli, Gherardo Varando
Causal discovery algorithms aim at untangling complex causal relationships from data. Here, we study causal discovery and inference methods based on staged tree models, which can r…