Towards Unbiased Training in Federated Open-world Semi-supervised Learning.
Jie ZhangXiaosong MaSong GuoWenchao XuPublished in: ICML (2023)
Keyphrases
- semi supervised learning
- open world
- supervised learning
- semi supervised
- unlabeled data
- labeled data
- number of labeled examples
- labeled training data
- unsupervised learning
- training examples
- manifold regularization
- semi supervised classification
- machine learning
- closed world
- training data
- active learning
- label propagation
- incomplete information
- co training
- training set
- query answering
- learning algorithm
- labeled and unlabeled data
- training samples
- labeled instances
- pairwise
- class labels
- data sources
- data exchange
- data mining
- knowledge base
- metadata
- query processing