Image of Foundations of Probabilistic Programming
Bookmark Share

Text

Foundations of Probabilistic Programming

Description Not Available

Availability

No copy data

Detail Information
Series Title
Ebook MIK
Call Number
-
Publisher
Inggris : Cambridge University Press.,
Collation
-
Language
Inggris
ISBN/ISSN
-
Classification
NONE
Content Type
-
Media Type
Ebook
Carrier Type
-
Edition
-
Subject(s)
Ebook MIK
Specific Detail Info
-
Statement of Responsibility
Other version/related

No other version available

File Attachment
  • Foundations of Probabilistic Programming
    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.
Comments
You must be logged in to post a comment