Bayesian inference for skew-wrapped Cauchy mixture model using a modified Gibbs sampler.
Najmeh Nakhaei RadAndriëtte BekkerMohammad ArashiPublished in: MFI (2021)
Keyphrases
- bayesian inference
- gibbs sampler
- mixture model
- probabilistic model
- variational inference
- generative model
- gaussian mixture model
- maximum likelihood
- hyperparameters
- language model
- density estimation
- graphical models
- bayesian model
- em algorithm
- prior information
- expectation maximization
- latent variables
- conditional random fields
- model selection
- bayesian networks
- probability density function
- conditional probabilities
- random fields
- particle filter
- prior distribution
- bayesian framework
- image processing
- unsupervised learning
- posterior distribution
- dynamic programming
- training data