Target-aware Bayesian inference via generalized thermodynamic integration.
Fernando LlorenteLuca MartinoDavid DelgadoPublished in: Comput. Stat. (2023)
Keyphrases
- bayesian inference
- probabilistic model
- prior information
- hyperparameters
- variational inference
- gibbs sampler
- statistical inference
- bayesian model
- variational bayes
- inference process
- hidden variables
- hierarchical bayesian
- probabilistic modeling
- particle filter
- closed form
- markov chain monte carlo
- experimental data
- regression model
- model selection
- bayesian networks
- bayesian models
- machine learning
- data sets