Individual Weighting of Unlabeled Data Points via Confidence-Awareness in Semi-Supervised Learning.
Farzin GhorbanNesreen HasanJörg VeltenAnton KummertPublished in: ISCAS (2022)
Keyphrases
- semi supervised learning
- data points
- labeled data
- unlabeled data
- semi supervised
- supervised learning
- unsupervised learning
- labeled examples
- semi supervised classification
- machine learning
- co training
- labeled and unlabeled data
- unlabeled training data
- labeled training data
- manifold structure
- high dimensional
- nearest neighbor
- low dimensional
- manifold regularization
- high dimensional data
- transfer learning
- unlabeled examples
- label propagation
- active learning
- training examples
- semi supervised learning methods
- data distribution
- data sets
- graph based semi supervised learning
- dimensionality reduction
- learning models
- training data
- graph construction
- distance metric
- text categorization
- feature space
- unlabeled samples
- labeled instances
- class labels
- text classification
- multi view