Fast Bootstrapping Nonparametric Maximum Likelihood for Latent Mixture Models.
Shijie WangMinsuk ShinRay BaiPublished in: IEEE Signal Process. Lett. (2024)
Keyphrases
- mixture model
- maximum likelihood
- density estimation
- probabilistic mixture model
- em algorithm
- dirichlet process
- expectation maximization
- gaussian mixture model
- log linear models
- likelihood function
- latent variables
- maximum likelihood estimation
- finite mixtures
- maximum a posteriori
- probability density function
- mixture modeling
- information extraction
- automatic model selection
- weakly supervised
- object recognition
- gaussian mixture
- generative model
- hyperparameters
- gaussian distribution
- unsupervised learning
- exponential family
- mixture components
- dirichlet process mixture models
- active learning
- pattern recognition