Supplementary Proceedings of ICANN/ICONIP2003, pp. 54–57

著者:

  • Shiro Ikeda
  • Toshiyuki Tanaka
  • Shun-ichi Amari

Abstract:

Belief propagation (BP) is an efficient algorithm to solve the inference problem of graphical models. We give the information geometrical view of the algorithm, and propose a new cost function which yields a new algorithm.