{"product_id":"foundations-of-probabilistic-programming-gilles-barthe-9781108488518","title":"Foundations of Probabilistic Programming","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.\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Gilles Barthe\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 110848851X\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9781108488518\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Cambridge University Press\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 12\/03\/2020\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 582\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Hardcover\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 2.80lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.70h x 7.70w x 1.20d","brand":"Gilles Barthe","offers":[{"title":"Hardcover","offer_id":45482200170751,"sku":"9781108488518","price":71.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_47db90e6-08cf-4403-aa83-5165a5380d51.jpg?v=1715990743","url":"https:\/\/www.whiterainbookhouse.com\/products\/foundations-of-probabilistic-programming-gilles-barthe-9781108488518","provider":"WR Book House","version":"1.0","type":"link"}