Probabilistic Generating Circuits

                Honghua Zhang 1 Brendan Juba 2 Guy Van den Broeck 1

             Abstract                 wiche, 2009; Kisa et al., 2014; Vergari et al., 2020) such as
                                 sum-product networks (Poon & Domingos, 2011).
    Generating functions, which are widely used
    in combinatorics and probability theory, en-        Ideally, we want our probabilistic models to be as expressive
    code function values into the coefficients of a ...