Extending Monte Carlo Methods to Factor Graphs with Negative and Complex   Factors
  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. 
Mehdi Molkaraie and Hans-Andrea Loeliger
stat.CO cs.IT math.IT stat.AP