A convenient category for higher-order probability theory

Higher-order probabilistic programming languages allow programmers to write sophisticated models in machine learning and statistics in a succinct and structured way, but step outside the standard measure-theoretic formalization of probability theory. Programs may use both higher-order functions and...

Full description

Bibliographic Details
Main Authors: Heunen, C, Kammar, O, Staton, S, Yang, H
Format: Conference item
Published: IEEE 2017