Fast Maximum Likelihood Estimation and Supervised Classification for the Beta-Liouville Multinomial.
Steven Michael LakinZaid AbdoPublished in: CoRR (2020)
Keyphrases
- maximum likelihood estimation
- supervised classification
- dirichlet distribution
- expectation maximization
- em algorithm
- unsupervised learning
- bayesian classifiers
- maximum likelihood
- mixture model
- parameter estimation
- unsupervised clustering
- supervised learning
- probabilistic model
- probability distribution
- discrete data
- generative model
- unsupervised classification
- gaussian mixture model
- mixture of gaussians
- image segmentation
- multivariate gaussian
- prior distribution
- text classification
- posterior distribution
- gaussian distribution
- pattern recognition
- density estimation
- supervised classifiers
- machine learning
- bayesian framework
- density function
- probability density function
- object recognition
- learning algorithm