Generalized Belief Propagation

@inproceedings{citeulike:2251105, abstract = {Belief propagation (BP) was only supposed to work for tree-like networks but works surprisingly well in many applications involving networks with loops, including turbo codes. However, there has been little understanding of the algorithm or the nature of the solutions it finds for general graphs.}, author = {Yedidia, Jonathan S. and Freeman, William T. and Weiss, Yair }, booktitle = {NIPS}, citeulike-article-id = {2251105}, keywords = {graphical-models}, pages = {689--695}, posted-at = {2008-05-10 06:18:09}, priority = {2}, title = {Generalized Belief Propagation}, url = {http://citeseer.ist.psu.edu/541150.html}, year = {2000} }

TY - CONF ID - citeulike:2251105 L3 - citeulike-article-id:2251105 TI - Generalized Belief Propagation T2 - NIPS SP - 689 EP - 695 N2 - Belief propagation (BP) was only supposed to work for tree-like networks but works surprisingly well in many applications involving networks with loops, including turbo codes. However, there has been little understanding of the algorithm or the nature of the solutions it finds for general graphs. KW - graphical-models AU - Yedidia, Jonathan AU - Freeman, William AU - Weiss, Yair PY - 2000/// UR - http://citeseer.ist.psu.edu/541150.html ER -