Efficient sampling for Bayesian inference of conjunctive Bayesian networks.
Thomas SakoparnigNiko BeerenwinkelPublished in: Bioinform. (2012)
Keyphrases
- bayesian inference
- bayesian networks
- probabilistic modeling
- probabilistic model
- weighted model counting
- gibbs sampler
- markov networks
- prior information
- markov chain monte carlo
- hidden variables
- statistical inference
- hyperparameters
- variational bayes
- variational inference
- bayesian model
- conditional probabilities
- monte carlo
- probabilistic graphical models
- graphical models
- probability distribution