On Probability Distributions for Trees: Representations, Inference and Learning

François Denis, Amaury Habrard, Rémi Gilleron +2

We study probability distributions over free algebras of trees. Probability distributions can be seen as particular (formal power) tree series [Berstel et al 82, Esik et al 03], i.…