Explanation Consistency Training: Facilitating Consistency-Based Semi-Supervised Learning with Interpretability.
Tao HanWei-Wei TuYu-Feng LiPublished in: AAAI (2021)
Keyphrases
- semi supervised learning
- supervised learning
- semi supervised
- unlabeled data
- labeled data
- machine learning
- semi supervised classification
- labeled training data
- training data
- learning problems
- transfer learning
- label propagation
- unsupervised learning
- active learning
- covariate shift
- regularization framework
- graph based semi supervised learning
- improve the classification accuracy
- manifold regularization
- learning models
- learning tasks
- co training
- training process
- data sets
- metric learning
- graph construction
- model selection
- multi view learning
- semi supervised learning algorithms
- labeled instances
- text classification
- dimensionality reduction
- feature extraction
- opinion detection