Don't fear the unlabelled: safe deep semi-supervised learning via simple debiasing.
Hugo SchmutzOlivier HumbertPierre-Alexandre MatteiPublished in: CoRR (2022)
Keyphrases
- semi supervised learning
- semi supervised
- unlabeled data
- labeled data
- unsupervised learning
- supervised learning
- co training
- learning problems
- semi supervised classification
- active learning
- machine learning
- training data
- manifold regularization
- learning models
- label propagation
- improve the classification accuracy
- labeled examples
- labeled and unlabeled data
- transfer learning
- pairwise
- graph construction
- graph based semi supervised learning
- graph transduction
- transductive support vector machine
- multi view learning
- domain adaptation
- metric learning