Incremental Learning with Unlabeled Data in the Wild.
Kibok LeeKimin LeeJinwoo ShinHonglak LeePublished in: CoRR (2019)
Keyphrases
- incremental learning
- unlabeled data
- semi supervised
- supervised learning
- labeled data
- semi supervised learning
- co training
- active learning
- semi supervised classification
- labeled and unlabeled data
- labeled examples
- incremental learning algorithm
- pairwise
- training data
- text categorization
- labeled training data
- learning algorithm
- class labels
- data points
- training examples
- number of labeled examples
- unsupervised learning
- domain adaptation
- training set
- text classification
- label propagation
- learning tasks
- learning process
- machine learning
- transductive learning
- training samples
- multiple instance learning
- svm classifier
- prior knowledge
- information retrieval