Domain adaptation with optimal transport improves EEG sleep stage classifiers.
Stanislas ChambonMathieu N. GaltierAlexandre GramfortPublished in: PRNI (2018)
Keyphrases
- domain adaptation
- sleep stage
- co training
- training data
- sleep apnea
- cross domain
- weakly labeled data
- labeled data
- test data
- test set
- semi supervised
- unlabeled data
- feature representation
- support vector
- document classification
- multiple sources
- sufficient training data
- class labels
- knowledge discovery
- target domain
- manifold alignment
- face recognition
- covariate shift
- support vector machine
- supervised learning
- feature selection
- feature set
- machine learning algorithms