Parameter Estimation of the Dirichlet Distribution Based on Entropy.
Büsra SahinAtif Ahmet EvrenElif TunaZehra Zeynep SahinbasogluErhan UstaogluPublished in: Axioms (2023)
Keyphrases
- parameter estimation
- dirichlet distribution
- expectation maximization
- mixture model
- em algorithm
- maximum likelihood
- posterior distribution
- prior distribution
- model selection
- discrete data
- least squares
- markov random field
- statistical models
- parameter values
- parameter estimation algorithm
- bayesian classifiers
- gaussian mixture model
- approximate inference
- structure learning
- gibbs sampling
- continuous data
- maximum a posteriori
- bayesian classifier
- bayesian framework
- machine learning
- generative model
- support vector
- image segmentation