Semi-supervised Learning with Nearest-Neighbor Label and Consistency Regularization.
Guolin ZhengZuoyong LiWenkai HuHaoyi FanFum Yew ChingZhaochai YuKaizhi ChenPublished in: ML4CS (2) (2022)
Keyphrases
- semi supervised learning
- nearest neighbor
- regularization framework
- manifold regularization
- label propagation
- multi label classification
- semi supervised
- unlabeled data
- multi view learning
- labeled data
- multi instance learning
- k nearest neighbor
- partially labeled
- supervised learning
- text categorization
- training data
- data points
- training set
- unsupervised learning
- labeled images
- high dimensional
- class labels
- knn
- machine learning
- learning problems
- multi label
- nearest neighbor search
- label information
- co training
- labeled examples
- active learning
- labeled and unlabeled data
- semi supervised classification
- high dimensional data
- distance function
- instance selection
- unlabeled instances
- graph based semi supervised learning
- unlabeled samples
- transfer learning
- data sets
- text classification
- decision trees
- reproducing kernel hilbert space