Mismatched Semi-supervised Learning with Feature Similarity Consistency.
Zechen LiangQiaosong FanYuan-Gen WangPublished in: APSIPA ASC (2023)
Keyphrases
- semi supervised learning
- semi supervised
- unlabeled data
- labeled data
- supervised learning
- semi supervised classification
- similarity measure
- unsupervised learning
- label propagation
- machine learning
- active learning
- co training
- learning models
- labeled examples
- semi supervised learning algorithms
- manifold regularization
- similarity graph
- graph based semi supervised learning
- improve the classification accuracy
- training data
- euclidean distance
- learning algorithm
- information retrieval
- transfer learning
- feature set
- data points
- labeled and unlabeled data
- low dimensional
- distance measure
- distance metric
- image features
- probabilistic model
- prior knowledge
- pairwise