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.
In addition, the book treats the connection between Probabilistic pr.
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.
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