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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Bibliographic Details

Main Authors:	Barthe, Gilles, Katoen, Joost-Pieter, Silva, Alexandra
Format:	eBook Book
Language:	English
Published:	Cambridge Cambridge University Press 2021
Edition:	1
Series:	Mathematical Sciences and Information Technology
Subjects:	Artificial intelligence Computer programming Computer programming / software engineering Computer science Computing and Information Technology Machine learning Probabilities-Data processing Programming and scripting languages: general Stochastic programming theory of programming languages
ISBN:	110848851X, 9781108488518, 1108770754, 9781108770750
Online Access:	Get full text
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