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Foundations of Probabilistic Programming

This book provides an overview of the theoretical underpinnings of modern probabilistic programming and presents applications in e.g., machine learning, security, and approximate computing. Comprehensive survey chapters make the material accessible to graduate students and non-experts. This title is...

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Формат: Online
Язык:английский
Опубликовано: Cambridge University Press 2022
Предметы:
theory of programming languages
thema EDItEUR::U Computing and Information Technology::UM Computer programming / software engineering::UMX Programming and scripting languages: general
thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence::UYQM Machine learning
thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence
Online-ссылка:ONIX_20220809_9781108770750_53
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Итог:This book provides an overview of the theoretical underpinnings of modern probabilistic programming and presents applications in e.g., machine learning, security, and approximate computing. Comprehensive survey chapters make the material accessible to graduate students and non-experts. This title is also available as Open Access on Cambridge Core.

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