Learning non-Gaussian graphical models via Hessian scores and triangular transport

Ricardo Baptista, Youssef Marzouk, Rebecca E. Morrison +1

Undirected probabilistic graphical models represent the conditional dependencies, or Markov properties, of a collection of random variables. Knowing the sparsity of such a graphica…