Approximate Bayesian inference in semi-mechanistic models.

Andrej Aderhold Dirk Husmeier Marco Grzegorczyk

Published in: Stat. Comput. (2017)

Keyphrases

bayesian inference
probabilistic model
statistical inference
gibbs sampler
hidden variables
variational inference
bayesian models
prior information
expectation propagation
statistical models
probabilistic modeling
model selection
neural network model
hyperparameters
variational bayes
weighted model counting