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Foundations of Probabilistic Programming
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Līdz Gilles Barthe
Apraksts
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.
Foundations of Probabilistic Programming