While probabilistic logics in principle might be applied to solve a range of problems, in practice they are rarely applied - perhaps because they seem disparate

Probabilistic expert systems are graphical networks which support the modeling of uncertainty and decisions in large complex domains, while retaining ease of ca

Probabilistic Reasoning in Intelligent Systems is a complete and accessible account of the theoretical foundations and computational methods that underlie plaus

Column Generation is an insightful overview of the state of the art in integer programming column generation and its many applications. The volume begins with "

What does a probabilistic program actually compute? How can one formally reason about such probabilistic programs? This valuable guide covers such elementary qu