Learning high-dimensional probability distributions using tree tensor networks

Erwan Grelier, Anthony Nouy, Régis Lebrun

We consider the problem of the estimation of a high-dimensional probability distribution from i.i.d. samples of the distribution using model classes of functions in tree-based tens…