Dynamic Variational Bayesian Student's T Mixture Regression With Hidden Variables Propagation for Industrial Inferential Sensor Development.
Jingbo WangWeiming ShaoXinmin ZhangZhihuan SongPublished in: IEEE Trans. Ind. Informatics (2021)
Keyphrases
- hidden variables
- exponential family
- variational bayesian
- probabilistic model
- generative model
- em algorithm
- bayesian networks
- expectation maximization
- incomplete data
- dirichlet process
- variational inference
- latent variables
- bayesian inference
- data analysis
- regression model
- probabilistic graphical models
- log likelihood
- markov networks
- closed form
- parameter estimation
- maximum likelihood
- least squares
- factor analysis
- gaussian processes
- network structure
- model selection
- learning process
- support vector