How Does Unlabeled Data Provably Help Out-of-Distribution Detection?
Xuefeng DuZhen FangIlias DiakonikolasYixuan LiPublished in: CoRR (2024)
Keyphrases
- unlabeled data
- labeled data
- semi supervised learning
- semi supervised
- active learning
- co training
- semi supervised classification
- supervised learning
- labeled training data
- labeled and unlabeled data
- text classification
- training data
- data points
- training and test data
- training set
- label propagation
- labeled examples
- text categorization
- small set of labeled
- object detection
- domain adaptation
- class labels
- number of labeled examples
- transfer learning
- unsupervised learning
- prior knowledge
- single view
- data distribution
- supervised learning algorithms
- semisupervised learning
- machine learning
- target domain
- positive examples
- data mining
- training examples
- multi view
- multi view learning
- feature selection
- supervised and semi supervised