Jack Storror Carter

Learning Staged Trees from Incomplete Data

2024 · arXiv (Cornell University)

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 have been defined and implemented to learn staged trees from data, …