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. (Author), Schaechtle, Ulrich (Author), Handa, Shivam (Author), Radul, Alexey (Author), Chen, Yutian (Author), Rinard, Martin (Author)
Format: Article
Language:English
Published: ACM, 2021-11-01T16:59:51Z.
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