Distortion estimates for approximate Bayesian inference.
Hanwen XingGeoff NichollsJeong LeePublished in: UAI (2020)
Keyphrases
- bayesian inference
- expectation propagation
- probabilistic model
- prior information
- hyperparameters
- variational bayes
- variational inference
- hierarchical bayesian
- estimation error
- statistical inference
- bayesian model
- markov networks
- prior distribution
- hidden variables
- variational approximation
- probabilistic modeling
- markov chain monte carlo
- bayesian models
- data sets
- gibbs sampler