Foundations of Probabilistic Programming

• Andere auteurs: Barthe, Gilles (Redacteur), Katoen, Joost-Pieter (Redacteur), Silva, Alexandra (Redacteur)
• Formaat: Elektronisch Hoofdstuk
• Taal: Engels
• Gepubliceerd in: Cambridge University Press 2020
• Reeks: Mathematical Sciences and Information Technology
• Onderwerpen: Programming & scripting languages: general; Machine learning; Artificial intelligence; theory of programming languages
• Online toegang: DOAB: download the publication; DOAB: description of the publication

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...