کتاب دانلود کتب لاتین علوم مهندسیرایانه، اینترنت و فناوری اطلاعات
مبانی برنامه نویسی احتمالی
مبانی برنامه نویسی احتمالی

Foundations of Probabilistic Programming
نویسنده: Gilles Barthe
سال انتشار: 2021
تعداد صفحات: 584
زبان فایل: English
فرمت فایل: pdf
حجم فایل: 4MB
قیمت: 500,000ريال

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Publisher : Cambridge University Press

ISBN-10 : 110848851X

ISBN-13 : 978-1108488518

ASIN : B08NXRKW9W

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.