Bayesian inference of multi-point macromolecular architecture mixtures at nanometre resolution.
Peter A. EmbacherTsvetelina E. GermanovaEmanuele RoscioliAndrew D. McAinshNigel J. BurroughsPublished in: PLoS Comput. Biol. (2022)
Keyphrases
- bayesian inference
- probabilistic model
- prior information
- hyperparameters
- variational inference
- mixture model
- bayesian model
- statistical inference
- bayesian models
- high resolution
- graphical models
- variational bayes
- probabilistic modeling
- hierarchical bayesian
- markov chain monte carlo
- hidden variables
- gaussian mixture
- generative model
- expectation propagation
- maximum likelihood
- gibbs sampler
- feature selection