Variational hybridization and transformation for large inaccurate noisy-or networks

Yusheng Xie, Nan Du, Wei Fan +2

Variational inference provides approximations to the computationally intractable posterior distribution in Bayesian networks. A prominent medical application of noisy-or Bayesian n…