Computation plays a major role in decision making. Even if an agent is willing to ascribe a probability to all states and a utility to all outcomes, and maximize expected utility,...
I argue that computer graphics can benefit from a deeper use of machine learning techniques. I give an overview of what learning has to offer the graphics community, with an emph...
What is the nature of instructional design? Is instructional design merely the practical application of learning theories to learning situations? What elements form the building b...
The world at large cares little for verified software; what it cares about are trustworthy and cost-effective systems that do their jobs well. We examine the value of verified sof...
The process of diagnosis involves learning about the state of a system from various observations of symptoms or findings about the system. Sophisticated Bayesian (and other) algor...