Approximate Bayesian inference as a gauge theory.
Biswa SenguptaKarl J. FristonPublished in: CoRR (2017)
Keyphrases
- bayesian inference
- expectation propagation
- probabilistic model
- prior information
- hyperparameters
- bayesian model
- hierarchical bayesian
- statistical inference
- hidden variables
- variational bayes
- prior distribution
- variational inference
- probabilistic modeling
- inference process
- bayesian models
- gibbs sampler
- weighted model counting
- data sets
- sample size
- particle filter