Spatio-temporal Bayesian On-line Changepoint Detection with Model Selection.
Jeremias KnoblauchTheodoros DamoulasPublished in: CoRR (2018)
Keyphrases
- model selection
- bayesian learning
- spatio temporal
- cross validation
- marginal likelihood
- statistical inference
- bayesian model selection
- bayesian methods
- hyperparameters
- parameter estimation
- regression model
- statistical learning
- meta learning
- error estimation
- covariate shift
- generalization error
- feature selection
- sample size
- selection criterion
- bayesian approaches
- automatic model selection
- model selection criteria
- gaussian process
- variable selection
- posterior distribution
- motion segmentation
- mixture model
- image sequences
- machine learning
- information criterion
- parameter determination
- maximum likelihood
- probabilistic model
- bayesian networks
- model averaging
- decision trees
- learning algorithm