AdaDIF: Adaptive Diffusions for Efficient Semi-supervised Learning over Graphs.
Dimitris BerberidisAthanasios N. NikolakopoulosGeorgios B. GiannakisPublished in: IEEE BigData (2018)
Keyphrases
- semi supervised learning
- semi supervised
- unlabeled data
- labeled data
- graph construction
- supervised learning
- unsupervised learning
- manifold regularization
- machine learning
- label propagation
- semi supervised classification
- co training
- active learning
- training data
- graph based semi supervised learning
- learning models
- regularization framework
- semi supervised learning methods
- improve the classification accuracy
- opinion detection
- semi supervised clustering
- domain adaptation
- text classification
- knowledge discovery
- pattern recognition
- decision trees
- learning algorithm