On Improving the Efficiency of the Iterative Proportional Fitting Procedure
Yee Whye Teh, Max Welling · 2003
Iterative proportional fitting (IPF) on junction trees is an important tool for learning in graphical models. We identify the propagation and IPF updates on the junction tree as fixed point equations of a single constrained entropy maximization problem. This allows a more efficient...