Generating Optimal Discrete Analogue of the Generalized Pareto Distribution under Bayesian Inference with Applications.
Hanan Haj AhmadEhab M. AlmetwallyPublished in: Symmetry (2022)
Keyphrases
- bayesian inference
- probabilistic model
- prior information
- bayesian model
- hyperparameters
- variational inference
- prior distribution
- variational bayes
- probabilistic modeling
- statistical inference
- pareto optimal
- weighted model counting
- multi objective
- markov chain monte carlo
- hidden variables
- particle filter
- gibbs sampler
- machine learning
- markov networks
- optimal solution
- bayesian models
- hierarchical bayesian
- genetic algorithm
- image reconstruction
- variational approximation