Robust Semi-supervised Learning via f-Divergence and α-Rényi Divergence.
Gholamali AminianAmirhossien BagheriMahyar JafariNodehRadmehr KarimianMohammad Hossein YassaeePublished in: CoRR (2024)
Keyphrases
- semi supervised learning
- semi supervised
- unlabeled data
- labeled data
- supervised learning
- semi supervised classification
- unsupervised learning
- active learning
- learning problems
- graph based semi supervised learning
- semi supervised learning algorithms
- label propagation
- machine learning
- training data
- regularization framework
- labeled examples
- graph construction
- improve the classification accuracy
- labeled and unlabeled data
- domain adaptation
- learning models
- probabilistic model
- semi supervised learning methods
- pairwise