Functional programming for modular Bayesian inference.

Adam Scibior Ohad Kammar Zoubin Ghahramani

Published in: Proc. ACM Program. Lang. (2018)

Keyphrases

bayesian inference
functional programming
functional language
probabilistic model
programming language
execution model
prior information
variational inference
object oriented programming
variational bayes
hierarchical bayesian
bayesian model
software engineering
particle filter
machine learning