HIERMATCH: Leveraging Label Hierarchies for Improving Semi-Supervised Learning.
Ashima GargShaurya BaggaYashvardhan SinghSaket AnandPublished in: CoRR (2021)
Keyphrases
- semi supervised learning
- label propagation
- semi supervised
- multi label classification
- unlabeled data
- labeled data
- multi instance learning
- semi supervised classification
- text categorization
- partially labeled
- unsupervised learning
- manifold regularization
- training data
- labeled examples
- supervised learning
- machine learning
- multi label
- co training
- multi instance
- graph based semi supervised learning
- active learning
- graph construction
- learning models
- semi supervised clustering
- label information
- transfer learning
- improve the classification accuracy
- class labels
- unlabeled instances
- data sets
- multi view
- data mining