Bayesian model comparison and the BIC for regression models.
Jesper Kjær NielsenMads Græsbøll ChristensenSøren Holdt JensenPublished in: ICASSP (2013)
Keyphrases
- regression model
- bayesian model
- model selection
- posterior distribution
- gaussian process
- bayesian framework
- regression methods
- bayesian inference
- hyperparameters
- conditional probabilities
- cross validation
- dirichlet process
- multi task learning
- gaussian processes
- parameter estimation
- maximum likelihood
- semi supervised
- feature space
- machine learning