Discriminative model selection using a modified Bayesian criterion: Application to trajectory modeling.
Jacinto C. NascimentoJorge S. MarquesMário A. T. FigueiredoPublished in: ICIP (2011)
Keyphrases
- model selection
- bayesian learning
- marginal likelihood
- selection criterion
- model selection criteria
- feature selection
- cross validation
- statistical inference
- parameter estimation
- hyperparameters
- sample size
- bayesian methods
- bayesian information criterion
- unsupervised learning
- information criterion
- bayesian model selection
- machine learning
- statistical learning
- mixture model
- generalization error
- regression model
- bayesian approaches
- gaussian process
- variable selection
- training data
- covariate shift
- posterior distribution
- bayesian inference
- mutual information
- data mining
- automatic model selection