Practical Priors for Bayesian Inference of Latent Biomarkers.
Hennadii MadanRok BerlotNicola J. RayFranjo PernusZiga SpiclinPublished in: IEEE J. Biomed. Health Informatics (2020)
Keyphrases
- bayesian inference
- prior information
- probabilistic model
- prior distribution
- bayesian models
- hyperparameters
- statistical inference
- bayesian model
- variational bayes
- gibbs sampler
- hierarchical bayesian
- hidden variables
- markov networks
- prior knowledge
- latent variables
- prior probabilities
- probabilistic modeling
- variational inference
- weighted model counting
- markov chain monte carlo
- particle filter
- gaussian process
- expectation maximization
- expectation propagation