A sum-product algorithm with polynomials for computing exact derivatives of the likelihood in Bayesian networks

Alexandra Lefebvre, Grégory Nuel. A sum-product algorithm with polynomials for computing exact derivatives of the likelihood in Bayesian networks. In Milan Studený, Václav Kratochvíl, editors, International Conference on Probabilistic Graphical Models, PGM 2018, 11-14 September 2018, Prague, Czech Republic. Volume 72 of Proceedings of Machine Learning Research, pages 201-212, PMLR, 2018. [doi]

Abstract

Abstract is missing.