Revisiting Deep Semi-supervised Learning: An Empirical Distribution Alignment Framework and Its Generalization Bound.
Feiyu WangQin WangWen LiDong XuLuc Van GoolPublished in: CoRR (2022)
Keyphrases
- semi supervised learning
- manifold regularization
- unlabeled data
- semi supervised
- labeled data
- semi supervised classification
- discriminative models
- machine learning
- active learning
- supervised learning
- unsupervised learning
- label propagation
- multi view learning
- training data
- regularization framework
- information retrieval
- multiple instance learning
- generative model
- co training
- multiple kernel learning
- labeled and unlabeled data
- learning problems
- graph construction
- probabilistic model
- prior knowledge
- support vector
- decision trees
- graph based semi supervised learning