Probabilistic programming with programmable inference

© 2018 Copyright held by the owner/author(s). We introduce inference metaprogramming for probabilistic programming languages, including new language constructs, a formalism, and the first demonstration of effectiveness in practice. Instead of relying on rigid black-box inference algorithms hard-code...

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Bibliographic Details
Main Authors: Mansinghka, Vikash K., Schaechtle, Ulrich, Handa, Shivam, Radul, Alexey, Chen, Yutian, Rinard, Martin
Other Authors: MIT-IBM Watson AI Lab
Format: Article
Language:English
Published: ACM 2021
Online Access:https://hdl.handle.net/1721.1/136984