@incollection {NIPS2003_AA37, author = " Chen Yanover and Yair Weiss", title = " Finding the {M} Most Probable Configurations Using Loopy Belief Propagation" booktitle = "Advances in Neural Information Processing Systems 16", editor = "Sebastian Thrun and Lawrence Saul and Bernhard {Sch\"{o}lkopf}", publisher = "MIT Press", address = "Cambridge, MA", year = "2004", keywords = "approximate inference, MAP, graphical models, belief propagation, Gibbs sampling, mean field methods", }