Graphical models are a marriage between probability theory and graph theory. They provide a natural tool for dealing with two problems that occur throughout applied mathematics and engineering { uncertainty and complexity { and in particular they ar
author:Michael I. Jordan Graphical models are a marriage between graph theory and probability theory They clarify the relationship between neural networks and related network-based models such as HMMs, MRFs, and Kalman lters Indeed, they can be
