Extending Monte Carlo Methods to Factor Graphs with Negative and Complex Factors

Abstract

The partition function of a factor graph can sometimes be accurately estimated by Monte Carlo methods. In this paper, such methods are extended to factor graphs with negative and complex factors.

arXiv commentProc. IEEE Information Theory Workshop (ITW), Lausanne, Switzerland, Sept. 3-7, 2012