HybridNet: Classification and Reconstruction Cooperation for Semi-Supervised Learning.
Thomas RobertNicolas ThomeMatthieu CordPublished in: CoRR (2018)
Keyphrases
- semi supervised learning
- supervised learning
- semi supervised classification
- semi supervised
- improve the classification accuracy
- unsupervised learning
- labeled and unlabeled data
- uci datasets
- transductive support vector machine
- semi supervised learning algorithms
- labeled data
- unlabeled data
- co training
- machine learning
- classification accuracy
- supervised learning algorithms
- training data
- text classification
- unlabeled samples
- manifold regularization
- supervised classification
- support vector
- instance selection
- class labels
- decision trees
- feature space
- active learning
- learning algorithm
- graph based semi supervised learning
- feature extraction
- pattern recognition
- training set
- high dimensional
- transfer learning
- image classification
- text categorization
- learning models
- classification models
- label propagation
- graph construction
- k nearest neighbor
- image reconstruction
- semi supervised learning methods
- dimension reduction
- learning tasks