Indian Buffet Process for Model Selection in Latent Force Models.
Cristian GuarnizoMauricio A. ÁlvarezÁlvaro Á. OrozcoPublished in: CIARP (2015)
Keyphrases
- model selection
- cross validation
- parameter estimation
- bayesian learning
- hyperparameters
- regression model
- information criterion
- statistical inference
- selection criterion
- model selection criteria
- statistical learning
- automatic model selection
- gaussian process
- machine learning
- feature selection
- sample size
- error estimation
- motion segmentation
- meta learning
- marginal likelihood
- leave one out cross validation
- generalization error
- mixture model
- probability distribution
- learning algorithm
- parameter determination
- probabilistic model
- bayesian information criterion
- bayesian methods
- statistical models
- closed form