Fix-A-Step: Effective Semi-supervised Learning from Uncurated Unlabeled Sets.
Zhe HuangMary-Joy SidhomBenjamin S. WesslerMichael C. HughesPublished in: CoRR (2022)
Keyphrases
- semi supervised learning
- unlabeled data
- labeled data
- semi supervised
- supervised learning
- semi supervised classification
- active learning
- labeled examples
- machine learning
- unsupervised learning
- semi supervised learning algorithms
- transfer learning
- co training
- text categorization
- training data
- learning problems
- improve the classification accuracy
- graph based semi supervised learning
- text classification
- semi supervised learning methods
- multiple instance learning
- labeled and unlabeled data
- regularization framework
- manifold regularization
- unlabeled training data
- labeled training data
- learning models
- learning algorithm
- label propagation
- positive examples
- data points
- pattern recognition
- feature selection