Foundations of Probabilistic Programming
Gilles Barthe, Joost-Pieter Katoen, Alexandra Silva
Informasi Umum
Kode
21.21.1181
Klasifikasi
005.55 - Statistical programs, statistical software
Jenis
Buku - Elektronik (E-Book)
Subjek
Statistical Programs
No. Rak
Dilihat
123 kali
Informasi Lainnya
Abstraksi
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.
Koleksi & Sirkulasi
Tersedia 1 dari total 1 Koleksi
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Pengarang
| Nama | Gilles Barthe, Joost-Pieter Katoen, Alexandra Silva |
| Jenis | Perorangan |
| Penyunting | |
| Penerjemah |
Penerbit
| Nama | Cambridge University Press |
| Kota | New York |
| Tahun | 2020 |
Sirkulasi
| Harga sewa | IDR 0,00 |
| Denda harian | IDR 0,00 |
| Jenis | Non-Sirkulasi |
