Linear Gaussian Regression Filter Based on Variational Bayes.
Xiaoxu WangHaoran CuiQuan PanYan LiangJinwen HuZhao XuPublished in: FUSION (2018)
Keyphrases
- variational bayes
- linear gaussian
- hyperparameters
- model selection
- latent variables
- bayesian inference
- bayesian learning
- free energy
- approximate inference
- regression model
- latent dirichlet allocation
- gaussian mixture model
- support vector
- posterior distribution
- exponential family
- gaussian process
- bayesian networks
- cross validation
- closed form
- random sampling
- maximum likelihood
- feature selection
- bayesian framework
- machine learning
- parameter estimation
- probabilistic model
- noise reduction
- random variables
- graphical models
- continuous variables
- markov random field
- data points
- probability distribution