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Foundations of Probabilistic Programming

ISBN: 9781108770750
Editorial: Cambridge University Press
Licencia: Creative Commons (by)
Autor(es): Barthe, Gilles; [et al.]

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.
[2020]

1.00 €


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