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Foundations of Probabilistic Programming

Edited by Gilles Barthe, Edited by Joost-Pieter Katoen, Edited by Alexandra Silva

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normal price: R 2,735.95

Price: R 2,462.95


| book description |

What does a probabilistic program actually compute? How can one formally reason about such probabilistic programs? This valuable guide covers such elementary questions and more. It provides a state-of-the-art overview of the theoretical underpinnings of modern probabilistic programming and their applications in machine learning, security, and other domains, at a level suitable for graduate students and non-experts in the field. In addition, the book treats the connection between probabilistic programs and mathematical logic, security (what is the probability that software leaks confidential information?), and presents three programming languages for different applications: Excel tables, program testing, and approximate computing. This title is also available as Open Access on Cambridge Core.

| product details |



Normally shipped | Usually dispatched in 3 to 6 weeks as supplier is out of stock
Publisher | Cambridge University Press
Published date | 3 Dec 2020
Language |
Format | Hardback
Pages | 582
Dimensions | 250 x 178 x 32mm (L x W x H)
Weight | 1230g
ISBN | 978-1-1084-8851-8
Readership Age |
BISAC | computers / programming languages / general


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Normally shipped | Usually dispatched in 3 to 4 weeks as supplier is out of stock
Readership Age |
Normal Price | R 2,860.95
Price | R 2,574.95 | on special |



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