Foundations of Probabilistic Programming

• Tác giả: Gilles Barthe, Joost-Pieter Katoen, Alexandra Silva
• Ngôn ngữ: eng
• ISBN-13: 978-1108488518
• ISBN-13: 978-1108770750
• Ký hiệu phân loại: 001.642 Knowledge
• Thông tin xuất bản: Cambridge ; New York, NY : Cambridge University Press, 2020
• Mô tả vật lý: 1 electronic resource (582 p.)
• Bộ sưu tập: Tài liệu truy cập mở
• ID: 270667
• Chủ đề: 1. theory of programming languages; 2. Artificial intelligence; 3. Machine learning; 4. Programming & scripting languages: general

Tóm tắt

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.