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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Andere auteurs: | , , |
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Formaat: | Elektronisch Hoofdstuk |
Taal: | Engels |
Gepubliceerd in: |
Cambridge University Press
2020
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Reeks: | Mathematical Sciences and Information Technology
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Onderwerpen: | |
Online toegang: | DOAB: download the publication DOAB: description of the publication |
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Samenvatting: | 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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Fysieke beschrijving: | 1 electronic resource (582 p.) |
ISBN: | 9781108770750 9781108488518 |
DOI: | 10.1017/9781108770750 |
Toegang: | Open Access |