Relieving the Plateau: Active Semi-Supervised Learning for a Better Landscape.
Seo Taek KongSoomin JeonJaewon LeeHongseok LeeKyu-Hwan JungPublished in: CoRR (2021)
Keyphrases
- semi supervised learning
- semi supervised
- unlabeled data
- labeled data
- machine learning
- supervised learning
- training data
- co training
- semi supervised classification
- unsupervised learning
- active learning
- learning models
- manifold regularization
- label propagation
- learning problems
- labeled examples
- labeled and unlabeled data
- graph based semi supervised learning
- semi supervised learning methods
- semi supervised learning algorithms
- improve the classification accuracy
- regularization framework
- semi supervised clustering
- transfer learning
- graph construction
- domain adaptation
- probabilistic model