Taming Overconfident Prediction on Unlabeled Data from Hindsight.
Jing LiYuangang PanIvor W. TsangPublished in: CoRR (2021)
Keyphrases
- unlabeled data
- semi supervised learning
- labeled data
- semi supervised
- active learning
- co training
- supervised learning
- training data
- semi supervised classification
- prediction accuracy
- labeled and unlabeled data
- number of labeled examples
- labeled examples
- text categorization
- data points
- text classification
- labeled training data
- supervised learning algorithms
- class labels
- small set of labeled
- training set
- learning algorithm
- domain adaptation
- machine learning
- training examples
- transfer learning
- probabilistic model
- unsupervised learning
- pairwise
- semisupervised learning
- neural network
- principal component analysis
- positive examples
- prior knowledge
- label propagation
- object recognition