Declarative Modeling and Bayesian Inference of Dark Matter Halos.
Gabriel KronbergerPublished in: EUROCAST (1) (2013)
Keyphrases
- bayesian inference
- probabilistic model
- probabilistic modeling
- prior information
- statistical inference
- variational inference
- gibbs sampler
- bayesian model
- hierarchical bayesian
- hyperparameters
- markov networks
- particle filter
- markov chain monte carlo
- weighted model counting
- expectation propagation
- variational bayes
- knowledge representation
- hidden variables
- closed form
- markov chain
- variational approximation