Semi-supervised learning
12 methods in the atlas attack this one problem. They are rivals: each wins something the others do not.
Phrasings that mean this problem
Semi-supervised learningSemi-supervised deep learning
machine-learning
- Label propagationGraph-affinity spreadingspecialistmachine-learning
semi-supervised-meta
- Self-trainingConfident pseudo-labelscanonsemi-supervised-meta
- Co-trainingTwo-view agreementstandardsemi-supervised-meta
- Tri-trainingThree-classifier votingspecialistsemi-supervised-meta
- Label spreadingNormalized graph diffusionstandardsemi-supervised-meta
- Transductive SVMUnlabeled-margin maximizationspecialistsemi-supervised-meta
- Virtual adversarial trainingAdversarial smoothingspecialistsemi-supervised-meta
- Pseudo-labelingConfidence thresholdingstandardsemi-supervised-meta
- Consistency regularizationPerturbation invariancestandardsemi-supervised-meta
- Mean teacherEMA-averaged targetsspecialistsemi-supervised-meta
- MixMatchGuessed-label mixingspecialistsemi-supervised-meta
- FixMatchWeak-strong augmentationspecialistsemi-supervised-meta