Learning from Label Proportions by Optimizing Cluster Model Selection.
Marco StolpeKatharina MorikPublished in: ECML/PKDD (3) (2011)
Keyphrases
- model selection
- statistical learning
- cross validation
- bayesian learning
- meta learning
- learning machines
- learning algorithm
- unsupervised learning
- covariate shift
- automatic model selection
- incremental learning
- sample size
- supervised learning
- prior knowledge
- learning tasks
- generalization error
- bayesian methods
- regression model
- machine learning
- model selection criteria