Foundations Of Probabilistic Logic Programming

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Foundations of Probabilistic Programming

Author	: Gilles Barthe
Publisher	: Cambridge University Press
Total Pages	: 583
Release	: 2020-12-03
ISBN-10	: 9781108488518
ISBN-13	: 110848851X
Rating	: 4/5 (51X Downloads)

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Book Synopsis Foundations of Probabilistic Programming by : Gilles Barthe

Download or read book Foundations of Probabilistic Programming written by Gilles Barthe and published by Cambridge University Press. This book was released on 2020-12-03 with total page 583 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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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Language: en
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Since its birth, the field of Probabilistic Logic Programming has seen a steady increase of activity, with many proposals for languages and algorithms for infer

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Probabilistic Inductive Logic Programming

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This book provides an introduction to probabilistic inductive logic programming. It places emphasis on the methods based on logic programming principles and cov

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Foundations of Probabilistic Logic Programming

Authors: Fabrizio Riguzzi

Categories: Computers

Type: BOOK - Published: 2022-09-01 - Publisher: CRC Press

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Probabilistic Logic Programming extends Logic Programming by enabling the representation of uncertain information by means of probability theory. Probabilistic

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Abstraction, Refinement and Proof for Probabilistic Systems

Authors: Annabelle McIver

Categories: Computers

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Provides an integrated coverage of random/probabilistic algorithms, assertion-based program reasoning, and refinement programming models, providing a focused su