Pseudo-Labeling and Confirmation Bias in Deep Semi-Supervised Learning.
Eric ArazoDiego OrtegoPaul AlbertNoel E. O'ConnorKevin McGuinnessPublished in: CoRR (2019)
Keyphrases
- semi supervised learning
- label propagation
- unsupervised learning
- active learning
- semi supervised
- unlabeled data
- labeled data
- supervised learning
- semi supervised classification
- partially labeled
- machine learning
- text categorization
- image segmentation
- labeled examples
- co training
- learning problems
- training data
- domain adaptation
- regularization framework
- graph based semi supervised learning
- improve the classification accuracy
- labeled and unlabeled data
- graph construction
- semi supervised learning algorithms
- semi supervised learning methods
- manifold regularization
- information extraction
- object recognition