A Graph-Theoretic Framework for Understanding Open-World Semi-Supervised Learning.
Yiyou SunZhenmei ShiYixuan LiPublished in: CoRR (2023)
Keyphrases
- semi supervised learning
- theoretic framework
- open world
- graph based semi supervised learning
- graph construction
- label propagation
- semi supervised classification
- information theoretic
- semi supervised
- unlabeled data
- labeled data
- supervised learning
- unsupervised learning
- co training
- closed world
- active learning
- machine learning
- incomplete information
- training data
- learning algorithm
- databases
- structured data
- graph structure
- prior knowledge
- knowledge base