Propagating moments in probabilistic graphical models with polynomial regression forms for decision support systems

Victoria Volodina, Nikki Sonenberg, Peter Challenor +1

Probabilistic graphical models are widely used to model complex systems under uncertainty. Traditionally, Gaussian directed graphical models are applied for analysis of large netwo…