Semantics for probabilistic programming: higher-order functions, continuous distributions, and soft constraints

Semantics for probabilistic programming: higher-order functions, continuous distributions, and soft constraints

We study the semantic foundation of expressive probabilistic programming languages, that support higher-order functions, continuous distributions, and soft constraints (such as Anglican, Church, and Venture). We define a metalanguage (an idealised version of Anglican) for probabilistic computation w...

وصف كامل

التفاصيل البيبلوغرافية
المؤلفون الرئيسيون: Yang, H, Staton, S, Wood, F, Heunen, C, Kammar, O
التنسيق: Conference item
منشور في: Association for Computing Machinery 2016

مواد مشابهة

مواد مشابهة