Adaptive Quadrature Schemes for Bayesian Inference via Active Learning.
Fernando Llorente-FernándezLuca MartinoVictor ElviraDavid DelgadoJavier López-SantiagoPublished in: IEEE Access (2020)
Keyphrases
- bayesian inference
- active learning
- probabilistic model
- prior information
- hyperparameters
- bayesian model
- hierarchical bayesian
- statistical inference
- variational inference
- variational bayes
- expectation propagation
- semi supervised
- data sets
- random sampling
- bayesian models
- probabilistic modeling
- weighted model counting
- prior distribution
- experimental design
- supervised learning
- generative model
- particle filter
- markov random field
- learning algorithm
- machine learning