A Return to Biased Nets: New Specifications and Approximate Bayesian Inference.
Carter T. ButtsPublished in: CoRR (2024)
Keyphrases
- bayesian inference
- expectation propagation
- probabilistic model
- hyperparameters
- prior information
- bayesian model
- statistical inference
- markov networks
- hidden variables
- hierarchical bayesian
- gibbs sampler
- particle filter
- variational bayes
- variational inference
- probabilistic modeling
- weighted model counting
- exact answers
- bayesian models
- random fields
- graphical models
- prior distribution
- machine learning
- model selection
- image reconstruction