Semi-supervised Learning under Self-training via $f$-Divergence.
Gholamali AminianAmirhossein BagheriRadmehr KarimianMahyar JafariNodehMohammad Hossein YassaeePublished in: Tiny Papers @ ICLR (2024)
Keyphrases
- semi supervised learning
- co training
- semi supervised
- unlabeled data
- labeled data
- semi supervised classification
- supervised learning
- unsupervised learning
- machine learning
- active learning
- abundant unlabeled data
- training data
- transfer learning
- label propagation
- manifold regularization
- labeled examples
- semi supervised learning methods
- text mining
- graph based semi supervised learning
- semi supervised learning algorithms
- improve the classification accuracy
- graph construction
- learning algorithm
- domain adaptation
- regularization framework
- prior knowledge
- text classification
- data sets