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stat.ML2026
Estimating Staged Event Tree Models via Hierarchical Clustering on the Simplex
Muhammad Shoaib, Eva Riccomagno, Manuele Leonelli +1
Staged tree models enhance Bayesian networks by incorporating context-specific dependencies through a stage-based structure. In this study, we present a new framework for estimatin…
stat.ML2024
Learning Staged Trees from Incomplete Data
Jack Storror Carter, Manuele Leonelli, Eva Riccomagno +1
Staged trees are probabilistic graphical models capable of representing any class of non-symmetric independence via a coloring of its vertices. Several structural learning routines…