Stream-based semi-supervised learning for recommender systems.
Pawel MatuszykMyra SpiliopoulouPublished in: Mach. Learn. (2017)
Keyphrases
- semi supervised learning
- recommender systems
- semi supervised
- labeled data
- unlabeled data
- collaborative filtering
- unsupervised learning
- supervised learning
- data streams
- semi supervised classification
- machine learning
- active learning
- training data
- co training
- labeled examples
- transfer learning
- improve the classification accuracy
- matrix factorization
- graph based semi supervised learning
- label propagation
- learning models
- regularization framework
- manifold regularization
- semi supervised learning methods
- semi supervised learning algorithms
- naacl hlt
- graph construction
- labeled and unlabeled data
- domain adaptation
- class labels
- topic models
- model selection
- e learning