The Beta-Bernoulli process and algebraic effects

In this paper we use the framework of algebraic effects from programming language theory to analyze the Beta-Bernoulli process, a standard building block in Bayesian models. Our analysis reveals the importance of abstract data types, and two types of program equations, called commutativity and disca...

Повний опис

Бібліографічні деталі
Автори: Staton, S, Stein, D, Yang, H, Ackerman, N, Freer, C, Roy, D
Формат: Conference item
Опубліковано: Schloss Dagstuhl 2018