Foundations of Probabilistic Programming

Author: Barthe Gilles, Katoen Joost-Pieter, Silva Alexandra
Publisher: Cambridge University Press

ABOUT BOOK

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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