Optimal Training and Efficient Model Selection for Parameterized Large Margin Learning.
Yuxun ZhouJae Yeon BaekDan LiCostas J. SpanosPublished in: PAKDD (1) (2016)
Keyphrases
- model selection
- covariate shift
- bayesian learning
- learning machines
- statistical learning
- bayesian methods
- cross validation
- structured prediction
- learning algorithm
- hyperparameters
- unsupervised learning
- supervised learning
- automatic model selection
- training set
- machine learning
- meta learning
- error estimation
- statistical inference
- gaussian process
- generalization error
- incremental learning
- learning problems
- learning tasks
- parameter estimation
- parameter determination
- marginal likelihood
- semi supervised
- generalization bounds
- bayesian networks
- upper bound
- regression model
- sample size