GCF-RD: A Graph-based Contrastive Framework for Semi-Supervised Learning on Relational Databases.
Runjin ChenTong LiYanyan ShenLuyu QiuKaidi LiCaleb Chen CaoPublished in: CIKM (2022)
Keyphrases
- semi supervised learning
- semi supervised
- manifold regularization
- relational databases
- unlabeled data
- labeled data
- discriminative models
- semi supervised classification
- label propagation
- graph based semi supervised learning
- multi view learning
- regularization framework
- boosting framework
- semi supervised learning methods
- active learning
- transfer learning
- machine learning
- databases
- supervised learning
- multiple instance learning
- domain adaptation
- learning problems
- unsupervised learning
- training data
- labeled and unlabeled data
- co training
- kernel methods
- generative model
- e learning
- data sets